Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 28836 |
| Missing cells | 25774 |
| Missing cells (%) | 2.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.9 MiB |
| Average record size in memory | 178.1 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 25 |
IncidentAddress has a high cardinality: 1000 distinct values | High cardinality |
InsuredAge is highly overall correlated with CustomerLoyaltyPeriod | High correlation |
InsuredZipCode is highly overall correlated with InsuredGender and 22 other fields | High correlation |
CustomerLoyaltyPeriod is highly overall correlated with InsuredAge | High correlation |
AmountOfTotalClaim is highly overall correlated with AmountOfInjuryClaim and 3 other fields | High correlation |
AmountOfInjuryClaim is highly overall correlated with AmountOfTotalClaim and 3 other fields | High correlation |
AmountOfPropertyClaim is highly overall correlated with AmountOfTotalClaim and 3 other fields | High correlation |
AmountOfVehicleDamage is highly overall correlated with AmountOfTotalClaim and 3 other fields | High correlation |
InsuredGender is highly overall correlated with InsuredZipCode | High correlation |
InsuredEducationLevel is highly overall correlated with InsuredZipCode | High correlation |
InsuredOccupation is highly overall correlated with InsuredZipCode | High correlation |
InsuredHobbies is highly overall correlated with InsuredZipCode | High correlation |
InsurancePolicyState is highly overall correlated with InsuredZipCode | High correlation |
InsuredRelationship is highly overall correlated with InsuredZipCode | High correlation |
TypeOfIncident is highly overall correlated with InsuredZipCode and 5 other fields | High correlation |
TypeOfCollission is highly overall correlated with InsuredZipCode | High correlation |
SeverityOfIncident is highly overall correlated with InsuredZipCode | High correlation |
AuthoritiesContacted is highly overall correlated with InsuredZipCode | High correlation |
IncidentState is highly overall correlated with InsuredZipCode | High correlation |
IncidentCity is highly overall correlated with InsuredZipCode | High correlation |
NumberOfVehicles is highly overall correlated with InsuredZipCode and 1 other fields | High correlation |
PropertyDamage is highly overall correlated with InsuredZipCode | High correlation |
BodilyInjuries is highly overall correlated with InsuredZipCode | High correlation |
Witnesses is highly overall correlated with InsuredZipCode | High correlation |
PoliceReport is highly overall correlated with InsuredZipCode | High correlation |
VehicleMake is highly overall correlated with InsuredZipCode and 1 other fields | High correlation |
VehicleModel is highly overall correlated with InsuredZipCode and 1 other fields | High correlation |
ReportedFraud is highly overall correlated with InsuredZipCode | High correlation |
SplitLimit is highly overall correlated with InsuredZipCode and 1 other fields | High correlation |
CombinedSingleLimit is highly overall correlated with InsuredZipCode and 1 other fields | High correlation |
MonthOfIncident is highly overall correlated with InsuredZipCode | High correlation |
TypeOfCollission has 5162 (17.9%) missing values | Missing |
PropertyDamage has 10459 (36.3%) missing values | Missing |
PoliceReport has 9805 (34.0%) missing values | Missing |
CapitalGains has 15819 (54.9%) zeros | Zeros |
CapitalLoss has 14759 (51.2%) zeros | Zeros |
UmbrellaLimit has 21073 (73.1%) zeros | Zeros |
IncidentTime has 391 (1.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-16 00:46:47.357440 |
|---|---|
| Analysis finished | 2023-03-16 00:47:34.024113 |
| Duration | 46.67 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
InsuredAge
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.81537 |
| Minimum | 19 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 33 |
| median | 38 |
| Q3 | 44 |
| 95-th percentile | 54 |
| Maximum | 64 |
| Range | 45 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.9963773 |
|---|---|
| Coefficient of variation (CV) | 0.20601059 |
| Kurtosis | -0.089283925 |
| Mean | 38.81537 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.50641259 |
| Sum | 1119280 |
| Variance | 63.942051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 1469 | 5.1% |
| 38 | 1419 | 4.9% |
| 37 | 1401 | 4.9% |
| 39 | 1365 | 4.7% |
| 36 | 1311 | 4.5% |
| 40 | 1307 | 4.5% |
| 35 | 1302 | 4.5% |
| 33 | 1295 | 4.5% |
| 32 | 1262 | 4.4% |
| 41 | 1244 | 4.3% |
| Other values (36) | 15461 |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 20 | 12 | < 0.1% |
| 21 | 33 | 0.1% |
| 22 | 40 | 0.1% |
| 23 | 78 | 0.3% |
| 24 | 149 | 0.5% |
| 25 | 248 | 0.9% |
| 26 | 421 | |
| 27 | 601 | |
| 28 | 804 |
| Value | Count | Frequency (%) |
| 64 | 10 | < 0.1% |
| 63 | 13 | < 0.1% |
| 62 | 35 | 0.1% |
| 61 | 118 | |
| 60 | 148 | |
| 59 | 164 | |
| 58 | 197 | |
| 57 | 190 | |
| 56 | 242 | |
| 55 | 261 |
InsuredZipCode
Real number (ℝ)
| Distinct | 995 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 502436.58 |
| Minimum | 430104 |
|---|---|
| Maximum | 620962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 430104 |
|---|---|
| 5-th percentile | 433184 |
| Q1 | 448603 |
| median | 466691 |
| Q3 | 603848 |
| 95-th percentile | 617721 |
| Maximum | 620962 |
| Range | 190858 |
| Interquartile range (IQR) | 155245 |
Descriptive statistics
| Standard deviation | 72250.869 |
|---|---|
| Coefficient of variation (CV) | 0.14380097 |
| Kurtosis | -1.2586207 |
| Mean | 502436.58 |
| Median Absolute Deviation (MAD) | 22536 |
| Skewness | 0.77530589 |
| Sum | 1.4488261 × 1010 |
| Variance | 5.2201881 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 446895 | 100 | 0.3% |
| 612904 | 72 | 0.2% |
| 476198 | 71 | 0.2% |
| 608331 | 70 | 0.2% |
| 440961 | 70 | 0.2% |
| 477695 | 69 | 0.2% |
| 457555 | 68 | 0.2% |
| 432711 | 66 | 0.2% |
| 433184 | 66 | 0.2% |
| 478456 | 62 | 0.2% |
| Other values (985) | 28122 |
| Value | Count | Frequency (%) |
| 430104 | 26 | |
| 430141 | 43 | |
| 430232 | 23 | |
| 430380 | 35 | |
| 430567 | 40 | |
| 430621 | 37 | |
| 430632 | 22 | |
| 430665 | 26 | |
| 430714 | 16 | 0.1% |
| 430832 | 21 |
| Value | Count | Frequency (%) |
| 620962 | 31 | |
| 620869 | 19 | |
| 620819 | 29 | |
| 620757 | 36 | |
| 620737 | 27 | |
| 620507 | 26 | |
| 620493 | 30 | |
| 620473 | 19 | |
| 620358 | 22 | |
| 620207 | 25 |
InsuredGender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30 |
| Missing (%) | 0.1% |
| Memory size | 253.6 KiB |
| FEMALE | |
|---|---|
| MALE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0861626 |
| Min length | 4 |
Characters and Unicode
| Total characters | 146512 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | MALE |
| 3rd row | MALE |
| 4th row | MALE |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| FEMALE | 15644 | |
| MALE | 13162 | |
| (Missing) | 30 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 15644 | |
| male | 13162 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 44450 | |
| M | 28806 | |
| A | 28806 | |
| L | 28806 | |
| F | 15644 | 10.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 146512 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 44450 | |
| M | 28806 | |
| A | 28806 | |
| L | 28806 | |
| F | 15644 | 10.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 146512 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 44450 | |
| M | 28806 | |
| A | 28806 | |
| L | 28806 | |
| F | 15644 | 10.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 146512 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 44450 | |
| M | 28806 | |
| A | 28806 | |
| L | 28806 | |
| F | 15644 | 10.7% |
InsuredEducationLevel
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.8 KiB |
| JD | |
|---|---|
| High School | |
| MD | |
| Masters | |
| Associate | |
| Other values (2) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 5.8733874 |
| Min length | 2 |
Characters and Unicode
| Total characters | 169365 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JD |
|---|---|
| 2nd row | JD |
| 3rd row | JD |
| 4th row | JD |
| 5th row | High School |
Common Values
| Value | Count | Frequency (%) |
| JD | 4808 | |
| High School | 4583 | |
| MD | 4161 | |
| Masters | 4141 | |
| Associate | 4125 | |
| PhD | 3556 | |
| College | 3462 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jd | 4808 | |
| high | 4583 | |
| school | 4583 | |
| md | 4161 | |
| masters | 4141 | |
| associate | 4125 | |
| phd | 3556 | |
| college | 3462 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 16753 | 9.9% |
| s | 16532 | 9.8% |
| e | 15190 | 9.0% |
| h | 12722 | 7.5% |
| D | 12525 | 7.4% |
| l | 11507 | 6.8% |
| i | 8708 | 5.1% |
| c | 8708 | 5.1% |
| M | 8302 | 4.9% |
| a | 8266 | 4.9% |
| Other values (10) | 50152 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 118838 | |
| Uppercase Letter | 45944 | 27.1% |
| Space Separator | 4583 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 16753 | |
| s | 16532 | |
| e | 15190 | |
| h | 12722 | |
| l | 11507 | |
| i | 8708 | |
| c | 8708 | |
| a | 8266 | |
| t | 8266 | |
| g | 8045 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 12525 | |
| M | 8302 | |
| J | 4808 | 10.5% |
| S | 4583 | 10.0% |
| H | 4583 | 10.0% |
| A | 4125 | 9.0% |
| P | 3556 | 7.7% |
| C | 3462 | 7.5% |
Space Separator
| Value | Count | Frequency (%) |
| 4583 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 164782 | |
| Common | 4583 | 2.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 16753 | 10.2% |
| s | 16532 | 10.0% |
| e | 15190 | 9.2% |
| h | 12722 | 7.7% |
| D | 12525 | 7.6% |
| l | 11507 | 7.0% |
| i | 8708 | 5.3% |
| c | 8708 | 5.3% |
| M | 8302 | 5.0% |
| a | 8266 | 5.0% |
| Other values (9) | 45569 |
Common
| Value | Count | Frequency (%) |
| 4583 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 169365 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 16753 | 9.9% |
| s | 16532 | 9.8% |
| e | 15190 | 9.0% |
| h | 12722 | 7.5% |
| D | 12525 | 7.4% |
| l | 11507 | 6.8% |
| i | 8708 | 5.1% |
| c | 8708 | 5.1% |
| M | 8302 | 4.9% |
| a | 8266 | 4.9% |
| Other values (10) | 50152 |
InsuredOccupation
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.1 KiB |
| machine-op-inspct | |
|---|---|
| prof-specialty | |
| tech-support | |
| priv-house-serv | |
| exec-managerial | |
| Other values (9) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 13.541372 |
| Min length | 5 |
Characters and Unicode
| Total characters | 390479 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | armed-forces |
|---|---|
| 2nd row | tech-support |
| 3rd row | armed-forces |
| 4th row | armed-forces |
| 5th row | exec-managerial |
Common Values
| Value | Count | Frequency (%) |
| machine-op-inspct | 2798 | |
| prof-specialty | 2362 | 8.2% |
| tech-support | 2268 | 7.9% |
| priv-house-serv | 2176 | 7.5% |
| exec-managerial | 2148 | 7.4% |
| sales | 2133 | 7.4% |
| craft-repair | 2130 | 7.4% |
| transport-moving | 2079 | 7.2% |
| armed-forces | 2032 | 7.0% |
| other-service | 1965 | 6.8% |
| Other values (4) | 6745 |
Length
| Value | Count | Frequency (%) |
| machine-op-inspct | 2798 | |
| prof-specialty | 2362 | 8.2% |
| tech-support | 2268 | 7.9% |
| priv-house-serv | 2176 | 7.5% |
| exec-managerial | 2148 | 7.4% |
| sales | 2133 | 7.4% |
| craft-repair | 2130 | 7.4% |
| transport-moving | 2079 | 7.2% |
| armed-forces | 2032 | 7.0% |
| other-service | 1965 | 6.8% |
| Other values (4) | 6745 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 43937 | |
| r | 39606 | 10.1% |
| - | 31677 | 8.1% |
| a | 30536 | 7.8% |
| s | 28417 | 7.3% |
| i | 26991 | 6.9% |
| c | 25538 | 6.5% |
| p | 22956 | 5.9% |
| t | 21379 | 5.5% |
| o | 19474 | 5.0% |
| Other values (11) | 99968 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 358802 | |
| Dash Punctuation | 31677 | 8.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 43937 | |
| r | 39606 | |
| a | 30536 | 8.5% |
| s | 28417 | 7.9% |
| i | 26991 | 7.5% |
| c | 25538 | 7.1% |
| p | 22956 | 6.4% |
| t | 21379 | 6.0% |
| o | 19474 | 5.4% |
| n | 18114 | 5.0% |
| Other values (10) | 81854 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 31677 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 358802 | |
| Common | 31677 | 8.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 43937 | |
| r | 39606 | |
| a | 30536 | 8.5% |
| s | 28417 | 7.9% |
| i | 26991 | 7.5% |
| c | 25538 | 7.1% |
| p | 22956 | 6.4% |
| t | 21379 | 6.0% |
| o | 19474 | 5.4% |
| n | 18114 | 5.0% |
| Other values (10) | 81854 |
Common
| Value | Count | Frequency (%) |
| - | 31677 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390479 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 43937 | |
| r | 39606 | 10.1% |
| - | 31677 | 8.1% |
| a | 30536 | 7.8% |
| s | 28417 | 7.3% |
| i | 26991 | 6.9% |
| c | 25538 | 6.5% |
| p | 22956 | 5.9% |
| t | 21379 | 5.5% |
| o | 19474 | 5.0% |
| Other values (11) | 99968 |
InsuredHobbies
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.1 KiB |
| bungie-jumping | 1751 |
|---|---|
| paintball | 1688 |
| camping | 1681 |
| kayaking | 1611 |
| exercise | 1589 |
| Other values (15) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 8.1953114 |
| Min length | 4 |
Characters and Unicode
| Total characters | 236320 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | movies |
|---|---|
| 2nd row | cross-fit |
| 3rd row | polo |
| 4th row | polo |
| 5th row | dancing |
Common Values
| Value | Count | Frequency (%) |
| bungie-jumping | 1751 | 6.1% |
| paintball | 1688 | 5.9% |
| camping | 1681 | 5.8% |
| kayaking | 1611 | 5.6% |
| exercise | 1589 | 5.5% |
| reading | 1586 | 5.5% |
| movies | 1529 | 5.3% |
| yachting | 1486 | 5.2% |
| hiking | 1483 | 5.1% |
| golf | 1470 | 5.1% |
| Other values (10) | 12962 |
Length
| Value | Count | Frequency (%) |
| bungie-jumping | 1751 | 6.1% |
| paintball | 1688 | 5.9% |
| camping | 1681 | 5.8% |
| kayaking | 1611 | 5.6% |
| exercise | 1589 | 5.5% |
| reading | 1586 | 5.5% |
| movies | 1529 | 5.3% |
| yachting | 1486 | 5.2% |
| hiking | 1483 | 5.1% |
| base-jumping | 1470 | 5.1% |
| Other values (10) | 12962 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 27006 | 11.4% |
| g | 20939 | 8.9% |
| a | 20258 | 8.6% |
| e | 19992 | 8.5% |
| n | 19560 | 8.3% |
| s | 15940 | 6.7% |
| o | 9824 | 4.2% |
| l | 9452 | 4.0% |
| m | 9247 | 3.9% |
| p | 9190 | 3.9% |
| Other values (14) | 74912 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 229034 | |
| Dash Punctuation | 7286 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 27006 | 11.8% |
| g | 20939 | 9.1% |
| a | 20258 | 8.8% |
| e | 19992 | 8.7% |
| n | 19560 | 8.5% |
| s | 15940 | 7.0% |
| o | 9824 | 4.3% |
| l | 9452 | 4.1% |
| m | 9247 | 4.0% |
| p | 9190 | 4.0% |
| Other values (13) | 67626 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 229034 | |
| Common | 7286 | 3.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 27006 | 11.8% |
| g | 20939 | 9.1% |
| a | 20258 | 8.8% |
| e | 19992 | 8.7% |
| n | 19560 | 8.5% |
| s | 15940 | 7.0% |
| o | 9824 | 4.3% |
| l | 9452 | 4.1% |
| m | 9247 | 4.0% |
| p | 9190 | 4.0% |
| Other values (13) | 67626 |
Common
| Value | Count | Frequency (%) |
| - | 7286 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 236320 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 27006 | 11.4% |
| g | 20939 | 8.9% |
| a | 20258 | 8.6% |
| e | 19992 | 8.5% |
| n | 19560 | 8.3% |
| s | 15940 | 6.7% |
| o | 9824 | 4.2% |
| l | 9452 | 4.0% |
| m | 9247 | 3.9% |
| p | 9190 | 3.9% |
| Other values (14) | 74912 |
CapitalGains
Real number (ℝ)
| Distinct | 338 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23066.57 |
| Minimum | 0 |
|---|---|
| Maximum | 100500 |
| Zeros | 15819 |
| Zeros (%) | 54.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 49000 |
| 95-th percentile | 70500 |
| Maximum | 100500 |
| Range | 100500 |
| Interquartile range (IQR) | 49000 |
Descriptive statistics
| Standard deviation | 27637.814 |
|---|---|
| Coefficient of variation (CV) | 1.1981762 |
| Kurtosis | -1.1388804 |
| Mean | 23066.57 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6207995 |
| Sum | 6.651476 × 108 |
| Variance | 7.6384875 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15819 | |
| 44000 | 142 | 0.5% |
| 51500 | 130 | 0.5% |
| 55600 | 125 | 0.4% |
| 75800 | 121 | 0.4% |
| 63600 | 113 | 0.4% |
| 46300 | 112 | 0.4% |
| 49900 | 101 | 0.4% |
| 51400 | 92 | 0.3% |
| 68500 | 91 | 0.3% |
| Other values (328) | 11990 |
| Value | Count | Frequency (%) |
| 0 | 15819 | |
| 800 | 33 | 0.1% |
| 10000 | 29 | 0.1% |
| 11000 | 22 | 0.1% |
| 12100 | 48 | 0.2% |
| 12800 | 26 | 0.1% |
| 13100 | 56 | 0.2% |
| 14100 | 27 | 0.1% |
| 16100 | 35 | 0.1% |
| 17300 | 44 | 0.2% |
| Value | Count | Frequency (%) |
| 100500 | 16 | 0.1% |
| 98800 | 22 | |
| 94800 | 40 | |
| 91900 | 22 | |
| 90700 | 45 | |
| 88800 | 21 | |
| 88400 | 33 | |
| 87800 | 29 | |
| 84900 | 36 | |
| 83900 | 39 |
CapitalLoss
Real number (ℝ)
| Distinct | 354 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -24940.612 |
| Minimum | -111100 |
|---|---|
| Maximum | 0 |
| Zeros | 14759 |
| Zeros (%) | 51.2% |
| Negative | 14077 |
| Negative (%) | 48.8% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | -111100 |
|---|---|
| 5-th percentile | -72000 |
| Q1 | -50000 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 111100 |
| Interquartile range (IQR) | 50000 |
Descriptive statistics
| Standard deviation | 27913.21 |
|---|---|
| Coefficient of variation (CV) | -1.119187 |
| Kurtosis | -1.2327114 |
| Mean | -24940.612 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.50366421 |
| Sum | -7.191875 × 108 |
| Variance | 7.7914727 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14759 | |
| -53800 | 166 | 0.6% |
| -31700 | 148 | 0.5% |
| -61400 | 145 | 0.5% |
| -53700 | 138 | 0.5% |
| -32800 | 131 | 0.5% |
| -45100 | 128 | 0.4% |
| -45300 | 124 | 0.4% |
| -50300 | 120 | 0.4% |
| -45800 | 118 | 0.4% |
| Other values (344) | 12859 |
| Value | Count | Frequency (%) |
| -111100 | 22 | |
| -93600 | 25 | |
| -91400 | 15 | 0.1% |
| -91200 | 44 | |
| -90600 | 53 | |
| -90200 | 27 | |
| -90100 | 30 | |
| -89400 | 28 | |
| -88300 | 23 | |
| -87300 | 17 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14759 | |
| -5700 | 32 | 0.1% |
| -6300 | 36 | 0.1% |
| -8500 | 22 | 0.1% |
| -10600 | 25 | 0.1% |
| -12100 | 16 | 0.1% |
| -13200 | 29 | 0.1% |
| -13800 | 31 | 0.1% |
| -15600 | 17 | 0.1% |
| -15700 | 41 | 0.1% |
CustomerLoyaltyPeriod
Real number (ℝ)
| Distinct | 479 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 203.06787 |
| Minimum | 1 |
|---|---|
| Maximum | 479 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 126 |
| median | 199 |
| Q3 | 267 |
| 95-th percentile | 395 |
| Maximum | 479 |
| Range | 478 |
| Interquartile range (IQR) | 141 |
Descriptive statistics
| Standard deviation | 99.932951 |
|---|---|
| Coefficient of variation (CV) | 0.49211603 |
| Kurtosis | -0.30306084 |
| Mean | 203.06787 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | 0.39452232 |
| Sum | 5855665 |
| Variance | 9986.5948 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 146 | 0.5% |
| 254 | 145 | 0.5% |
| 212 | 136 | 0.5% |
| 154 | 134 | 0.5% |
| 239 | 131 | 0.5% |
| 124 | 127 | 0.4% |
| 210 | 126 | 0.4% |
| 258 | 125 | 0.4% |
| 286 | 124 | 0.4% |
| 257 | 124 | 0.4% |
| Other values (469) | 27518 |
| Value | Count | Frequency (%) |
| 1 | 5 | < 0.1% |
| 2 | 6 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 14 | |
| 6 | 14 | |
| 7 | 19 | |
| 8 | 34 | |
| 9 | 20 | |
| 10 | 17 |
| Value | Count | Frequency (%) |
| 479 | 2 | < 0.1% |
| 478 | 8 | |
| 477 | 4 | < 0.1% |
| 476 | 6 | |
| 475 | 14 | |
| 474 | 5 | < 0.1% |
| 473 | 6 | |
| 472 | 9 | |
| 471 | 8 | |
| 470 | 6 |
InsurancePolicyState
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.6 KiB |
| State3 | |
|---|---|
| State1 | |
| State2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 173016 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | State1 |
|---|---|
| 2nd row | State1 |
| 3rd row | State3 |
| 4th row | State2 |
| 5th row | State2 |
Common Values
| Value | Count | Frequency (%) |
| State3 | 10146 | |
| State1 | 9716 | |
| State2 | 8974 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| state3 | 10146 | |
| state1 | 9716 | |
| state2 | 8974 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 57672 | |
| S | 28836 | |
| a | 28836 | |
| e | 28836 | |
| 3 | 10146 | 5.9% |
| 1 | 9716 | 5.6% |
| 2 | 8974 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 115344 | |
| Uppercase Letter | 28836 | 16.7% |
| Decimal Number | 28836 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 57672 | |
| a | 28836 | |
| e | 28836 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 10146 | |
| 1 | 9716 | |
| 2 | 8974 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 28836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 144180 | |
| Common | 28836 | 16.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 57672 | |
| S | 28836 | |
| a | 28836 | |
| e | 28836 |
Common
| Value | Count | Frequency (%) |
| 3 | 10146 | |
| 1 | 9716 | |
| 2 | 8974 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 173016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 57672 | |
| S | 28836 | |
| a | 28836 | |
| e | 28836 | |
| 3 | 10146 | 5.9% |
| 1 | 9716 | 5.6% |
| 2 | 8974 | 5.2% |
Policy_Deductible
Real number (ℝ)
| Distinct | 1496 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1114.2825 |
| Minimum | 500 |
|---|---|
| Maximum | 2000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 500 |
| Q1 | 622 |
| median | 1000 |
| Q3 | 1627 |
| 95-th percentile | 2000 |
| Maximum | 2000 |
| Range | 1500 |
| Interquartile range (IQR) | 1005 |
Descriptive statistics
| Standard deviation | 546.63282 |
|---|---|
| Coefficient of variation (CV) | 0.49056931 |
| Kurtosis | -1.1201301 |
| Mean | 1114.2825 |
| Median Absolute Deviation (MAD) | 441 |
| Skewness | 0.56765381 |
| Sum | 32131451 |
| Variance | 298807.44 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 500 | 5292 | |
| 2000 | 5270 | |
| 1000 | 5064 | 17.6% |
| 647 | 28 | 0.1% |
| 722 | 27 | 0.1% |
| 908 | 26 | 0.1% |
| 950 | 26 | 0.1% |
| 641 | 26 | 0.1% |
| 964 | 25 | 0.1% |
| 999 | 25 | 0.1% |
| Other values (1486) | 13027 |
| Value | Count | Frequency (%) |
| 500 | 5292 | |
| 501 | 15 | 0.1% |
| 502 | 18 | 0.1% |
| 503 | 22 | 0.1% |
| 504 | 16 | 0.1% |
| 505 | 10 | < 0.1% |
| 506 | 15 | 0.1% |
| 507 | 15 | 0.1% |
| 508 | 18 | 0.1% |
| 509 | 19 | 0.1% |
| Value | Count | Frequency (%) |
| 2000 | 5270 | |
| 1999 | 7 | < 0.1% |
| 1998 | 4 | < 0.1% |
| 1997 | 6 | < 0.1% |
| 1996 | 2 | < 0.1% |
| 1995 | 5 | < 0.1% |
| 1994 | 3 | < 0.1% |
| 1993 | 4 | < 0.1% |
| 1992 | 2 | < 0.1% |
| 1991 | 4 | < 0.1% |
PolicyAnnualPremium
Real number (ℝ)
| Distinct | 23851 |
|---|---|
| Distinct (%) | 83.1% |
| Missing | 141 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1261.7026 |
| Minimum | 436.28 |
|---|---|
| Maximum | 2047.59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 436.28 |
|---|---|
| 5-th percentile | 922.613 |
| Q1 | 1124.425 |
| median | 1266.44 |
| Q3 | 1397.2 |
| 95-th percentile | 1591.232 |
| Maximum | 2047.59 |
| Range | 1611.31 |
| Interquartile range (IQR) | 272.775 |
Descriptive statistics
| Standard deviation | 205.38516 |
|---|---|
| Coefficient of variation (CV) | 0.16278412 |
| Kurtosis | 0.12295146 |
| Mean | 1261.7026 |
| Median Absolute Deviation (MAD) | 136.45 |
| Skewness | 0.012343957 |
| Sum | 36204557 |
| Variance | 42183.063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1310.77 | 7 | < 0.1% |
| 1310.78 | 6 | < 0.1% |
| 1285.77 | 5 | < 0.1% |
| 1226.29 | 5 | < 0.1% |
| 1298.8 | 5 | < 0.1% |
| 1278.14 | 5 | < 0.1% |
| 1168.02 | 5 | < 0.1% |
| 1334.47 | 5 | < 0.1% |
| 1315.68 | 5 | < 0.1% |
| 1326.98 | 5 | < 0.1% |
| Other values (23841) | 28642 | |
| (Missing) | 141 | 0.5% |
| Value | Count | Frequency (%) |
| 436.28 | 1 | |
| 469.23 | 1 | |
| 484.67 | 1 | |
| 489.52 | 1 | |
| 491.56 | 1 | |
| 493.37 | 1 | |
| 493.58 | 1 | |
| 517.01 | 1 | |
| 532.04 | 1 | |
| 534.07 | 1 |
| Value | Count | Frequency (%) |
| 2047.59 | 1 | |
| 2043.56 | 1 | |
| 2041.82 | 1 | |
| 2014.2 | 1 | |
| 1999.97 | 1 | |
| 1998.54 | 1 | |
| 1986.6 | 1 | |
| 1977.79 | 1 | |
| 1969.63 | 1 | |
| 1965.03 | 1 |
UmbrellaLimit
Real number (ℝ)
| Distinct | 7089 |
|---|---|
| Distinct (%) | 24.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 983668.03 |
| Minimum | -1000000 |
|---|---|
| Maximum | 10000000 |
| Zeros | 21073 |
| Zeros (%) | 73.1% |
| Negative | 34 |
| Negative (%) | 0.1% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | -1000000 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 485961 |
| 95-th percentile | 5928631.5 |
| Maximum | 10000000 |
| Range | 11000000 |
| Interquartile range (IQR) | 485961 |
Descriptive statistics
| Standard deviation | 1969282 |
|---|---|
| Coefficient of variation (CV) | 2.0019783 |
| Kurtosis | 2.4918789 |
| Mean | 983668.03 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9251235 |
| Sum | 2.8365051 × 1010 |
| Variance | 3.8780718 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21073 | |
| 6000000 | 313 | 1.1% |
| 5000000 | 139 | 0.5% |
| 7000000 | 115 | 0.4% |
| 4000000 | 71 | 0.2% |
| 9000000 | 17 | 0.1% |
| 3000000 | 9 | < 0.1% |
| 8000000 | 7 | < 0.1% |
| 2000000 | 3 | < 0.1% |
| 4234331 | 2 | < 0.1% |
| Other values (7079) | 7087 | 24.6% |
| Value | Count | Frequency (%) |
| -1000000 | 1 | |
| -994831 | 1 | |
| -959396 | 1 | |
| -934826 | 1 | |
| -917296 | 1 | |
| -902278 | 1 | |
| -896857 | 1 | |
| -872859 | 1 | |
| -855720 | 1 | |
| -843740 | 1 |
| Value | Count | Frequency (%) |
| 10000000 | 1 | |
| 9999481 | 1 | |
| 9957050 | 1 | |
| 9896244 | 1 | |
| 9805227 | 1 | |
| 9789696 | 1 | |
| 9675942 | 1 | |
| 9639501 | 1 | |
| 9634528 | 1 | |
| 9439351 | 1 |
InsuredRelationship
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.7 KiB |
| own-child | |
|---|---|
| not-in-family | |
| other-relative | |
| husband | |
| wife |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 9.5385282 |
| Min length | 4 |
Characters and Unicode
| Total characters | 275053 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | not-in-family |
|---|---|
| 2nd row | not-in-family |
| 3rd row | wife |
| 4th row | own-child |
| 5th row | unmarried |
Common Values
| Value | Count | Frequency (%) |
| own-child | 5242 | |
| not-in-family | 5222 | |
| other-relative | 5153 | |
| husband | 5002 | |
| wife | 4224 | |
| unmarried | 3993 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| own-child | 5242 | |
| not-in-family | 5222 | |
| other-relative | 5153 | |
| husband | 5002 | |
| wife | 4224 | |
| unmarried | 3993 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 29056 | 10.6% |
| n | 24681 | 9.0% |
| e | 23676 | 8.6% |
| - | 20839 | 7.6% |
| a | 19370 | 7.0% |
| r | 18292 | 6.7% |
| o | 15617 | 5.7% |
| l | 15617 | 5.7% |
| t | 15528 | 5.6% |
| h | 15397 | 5.6% |
| Other values (10) | 76980 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 254214 | |
| Dash Punctuation | 20839 | 7.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 29056 | |
| n | 24681 | 9.7% |
| e | 23676 | 9.3% |
| a | 19370 | 7.6% |
| r | 18292 | 7.2% |
| o | 15617 | 6.1% |
| l | 15617 | 6.1% |
| t | 15528 | 6.1% |
| h | 15397 | 6.1% |
| d | 14237 | 5.6% |
| Other values (9) | 62743 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20839 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 254214 | |
| Common | 20839 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 29056 | |
| n | 24681 | 9.7% |
| e | 23676 | 9.3% |
| a | 19370 | 7.6% |
| r | 18292 | 7.2% |
| o | 15617 | 6.1% |
| l | 15617 | 6.1% |
| t | 15528 | 6.1% |
| h | 15397 | 6.1% |
| d | 14237 | 5.6% |
| Other values (9) | 62743 |
Common
| Value | Count | Frequency (%) |
| - | 20839 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 275053 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 29056 | 10.6% |
| n | 24681 | 9.0% |
| e | 23676 | 8.6% |
| - | 20839 | 7.6% |
| a | 19370 | 7.0% |
| r | 18292 | 6.7% |
| o | 15617 | 5.7% |
| l | 15617 | 5.7% |
| t | 15528 | 5.6% |
| h | 15397 | 5.6% |
| Other values (10) | 76980 |
TypeOfIncident
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.6 KiB |
| Multi-vehicle Collision | |
|---|---|
| Single Vehicle Collision | |
| Vehicle Theft | |
| Parked Car |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 21.343147 |
| Min length | 10 |
Characters and Unicode
| Total characters | 615451 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Multi-vehicle Collision |
|---|---|
| 2nd row | Multi-vehicle Collision |
| 3rd row | Single Vehicle Collision |
| 4th row | Single Vehicle Collision |
| 5th row | Single Vehicle Collision |
Common Values
| Value | Count | Frequency (%) |
| Multi-vehicle Collision | 11966 | |
| Single Vehicle Collision | 11677 | |
| Vehicle Theft | 2685 | 9.3% |
| Parked Car | 2508 | 8.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 23643 | |
| vehicle | 14362 | |
| multi-vehicle | 11966 | |
| single | 11677 | |
| theft | 2685 | 3.9% |
| parked | 2508 | 3.6% |
| car | 2508 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 97257 | |
| i | 97257 | |
| e | 69526 | |
| o | 47286 | 7.7% |
| 40513 | 6.6% | |
| n | 35320 | 5.7% |
| h | 29013 | 4.7% |
| c | 26328 | 4.3% |
| C | 26151 | 4.2% |
| s | 23643 | 3.8% |
| Other values (15) | 123157 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 493623 | |
| Uppercase Letter | 69349 | 11.3% |
| Space Separator | 40513 | 6.6% |
| Dash Punctuation | 11966 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 97257 | |
| i | 97257 | |
| e | 69526 | |
| o | 47286 | |
| n | 35320 | 7.2% |
| h | 29013 | 5.9% |
| c | 26328 | 5.3% |
| s | 23643 | 4.8% |
| t | 14651 | 3.0% |
| u | 11966 | 2.4% |
| Other values (7) | 41376 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 26151 | |
| V | 14362 | |
| M | 11966 | |
| S | 11677 | |
| T | 2685 | 3.9% |
| P | 2508 | 3.6% |
Space Separator
| Value | Count | Frequency (%) |
| 40513 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11966 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 562972 | |
| Common | 52479 | 8.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 97257 | |
| i | 97257 | |
| e | 69526 | |
| o | 47286 | |
| n | 35320 | 6.3% |
| h | 29013 | 5.2% |
| c | 26328 | 4.7% |
| C | 26151 | 4.6% |
| s | 23643 | 4.2% |
| t | 14651 | 2.6% |
| Other values (13) | 96540 |
Common
| Value | Count | Frequency (%) |
| 40513 | ||
| - | 11966 | 22.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 615451 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 97257 | |
| i | 97257 | |
| e | 69526 | |
| o | 47286 | 7.7% |
| 40513 | 6.6% | |
| n | 35320 | 5.7% |
| h | 29013 | 4.7% |
| c | 26328 | 4.3% |
| C | 26151 | 4.2% |
| s | 23643 | 3.8% |
| Other values (15) | 123157 |
TypeOfCollission
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5162 |
| Missing (%) | 17.9% |
| Memory size | 253.6 KiB |
| Rear Collision | |
|---|---|
| Side Collision | |
| Front Collision |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 14.306074 |
| Min length | 14 |
Characters and Unicode
| Total characters | 338682 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Side Collision |
|---|---|
| 2nd row | Side Collision |
| 3rd row | Side Collision |
| 4th row | Side Collision |
| 5th row | Rear Collision |
Common Values
| Value | Count | Frequency (%) |
| Rear Collision | 8561 | |
| Side Collision | 7867 | |
| Front Collision | 7246 | |
| (Missing) | 5162 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| collision | 23674 | |
| rear | 8561 | 18.1% |
| side | 7867 | 16.6% |
| front | 7246 | 15.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 55215 | |
| o | 54594 | |
| l | 47348 | |
| n | 30920 | |
| 23674 | ||
| C | 23674 | |
| s | 23674 | |
| e | 16428 | 4.9% |
| r | 15807 | 4.7% |
| R | 8561 | 2.5% |
| Other values (5) | 38787 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 267660 | |
| Uppercase Letter | 47348 | 14.0% |
| Space Separator | 23674 | 7.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 55215 | |
| o | 54594 | |
| l | 47348 | |
| n | 30920 | |
| s | 23674 | |
| e | 16428 | 6.1% |
| r | 15807 | 5.9% |
| a | 8561 | 3.2% |
| d | 7867 | 2.9% |
| t | 7246 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 23674 | |
| R | 8561 | 18.1% |
| S | 7867 | 16.6% |
| F | 7246 | 15.3% |
Space Separator
| Value | Count | Frequency (%) |
| 23674 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 315008 | |
| Common | 23674 | 7.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 55215 | |
| o | 54594 | |
| l | 47348 | |
| n | 30920 | |
| C | 23674 | |
| s | 23674 | |
| e | 16428 | 5.2% |
| r | 15807 | 5.0% |
| R | 8561 | 2.7% |
| a | 8561 | 2.7% |
| Other values (4) | 30226 |
Common
| Value | Count | Frequency (%) |
| 23674 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338682 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 55215 | |
| o | 54594 | |
| l | 47348 | |
| n | 30920 | |
| 23674 | ||
| C | 23674 | |
| s | 23674 | |
| e | 16428 | 4.9% |
| r | 15807 | 4.7% |
| R | 8561 | 2.5% |
| Other values (5) | 38787 |
SeverityOfIncident
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.6 KiB |
| Minor Damage | |
|---|---|
| Total Loss | |
| Major Damage | |
| Trivial Damage |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.606672 |
| Min length | 10 |
Characters and Unicode
| Total characters | 334690 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Total Loss |
|---|---|
| 2nd row | Total Loss |
| 3rd row | Minor Damage |
| 4th row | Minor Damage |
| 5th row | Minor Damage |
Common Values
| Value | Count | Frequency (%) |
| Minor Damage | 10400 | |
| Total Loss | 8218 | |
| Major Damage | 7671 | |
| Trivial Damage | 2547 | 8.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| damage | 20618 | |
| minor | 10400 | |
| total | 8218 | 14.2% |
| loss | 8218 | 14.2% |
| major | 7671 | 13.3% |
| trivial | 2547 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 59672 | |
| o | 34507 | |
| 28836 | 8.6% | |
| g | 20618 | 6.2% |
| m | 20618 | 6.2% |
| e | 20618 | 6.2% |
| r | 20618 | 6.2% |
| D | 20618 | 6.2% |
| M | 18071 | 5.4% |
| s | 16436 | 4.9% |
| Other values (8) | 74078 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 248182 | |
| Uppercase Letter | 57672 | 17.2% |
| Space Separator | 28836 | 8.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 59672 | |
| o | 34507 | |
| g | 20618 | 8.3% |
| m | 20618 | 8.3% |
| e | 20618 | 8.3% |
| r | 20618 | 8.3% |
| s | 16436 | 6.6% |
| i | 15494 | 6.2% |
| l | 10765 | 4.3% |
| n | 10400 | 4.2% |
| Other values (3) | 18436 | 7.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 20618 | |
| M | 18071 | |
| T | 10765 | |
| L | 8218 | 14.2% |
Space Separator
| Value | Count | Frequency (%) |
| 28836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 305854 | |
| Common | 28836 | 8.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 59672 | |
| o | 34507 | |
| g | 20618 | 6.7% |
| m | 20618 | 6.7% |
| e | 20618 | 6.7% |
| r | 20618 | 6.7% |
| D | 20618 | 6.7% |
| M | 18071 | 5.9% |
| s | 16436 | 5.4% |
| i | 15494 | 5.1% |
| Other values (7) | 58584 |
Common
| Value | Count | Frequency (%) |
| 28836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 334690 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 59672 | |
| o | 34507 | |
| 28836 | 8.6% | |
| g | 20618 | 6.2% |
| m | 20618 | 6.2% |
| e | 20618 | 6.2% |
| r | 20618 | 6.2% |
| D | 20618 | 6.2% |
| M | 18071 | 5.4% |
| s | 16436 | 4.9% |
| Other values (8) | 74078 |
AuthoritiesContacted
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.6 KiB |
| Police | |
|---|---|
| Fire | |
| Ambulance | |
| Other | |
| None |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.7643917 |
| Min length | 4 |
Characters and Unicode
| Total characters | 166222 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Police |
|---|---|
| 2nd row | Police |
| 3rd row | Other |
| 4th row | Other |
| 5th row | Fire |
Common Values
| Value | Count | Frequency (%) |
| Police | 8324 | |
| Fire | 6518 | |
| Ambulance | 5732 | |
| Other | 5570 | |
| None | 2692 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| police | 8324 | |
| fire | 6518 | |
| ambulance | 5732 | |
| other | 5570 | |
| none | 2692 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 28836 | |
| i | 14842 | 8.9% |
| l | 14056 | 8.5% |
| c | 14056 | 8.5% |
| r | 12088 | 7.3% |
| o | 11016 | 6.6% |
| n | 8424 | 5.1% |
| P | 8324 | 5.0% |
| F | 6518 | 3.9% |
| u | 5732 | 3.4% |
| Other values (8) | 42330 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 137386 | |
| Uppercase Letter | 28836 | 17.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 28836 | |
| i | 14842 | |
| l | 14056 | |
| c | 14056 | |
| r | 12088 | |
| o | 11016 | 8.0% |
| n | 8424 | 6.1% |
| u | 5732 | 4.2% |
| a | 5732 | 4.2% |
| m | 5732 | 4.2% |
| Other values (3) | 16872 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 8324 | |
| F | 6518 | |
| A | 5732 | |
| O | 5570 | |
| N | 2692 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 166222 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 28836 | |
| i | 14842 | 8.9% |
| l | 14056 | 8.5% |
| c | 14056 | 8.5% |
| r | 12088 | 7.3% |
| o | 11016 | 6.6% |
| n | 8424 | 5.1% |
| P | 8324 | 5.0% |
| F | 6518 | 3.9% |
| u | 5732 | 3.4% |
| Other values (8) | 42330 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 166222 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 28836 | |
| i | 14842 | 8.9% |
| l | 14056 | 8.5% |
| c | 14056 | 8.5% |
| r | 12088 | 7.3% |
| o | 11016 | 6.6% |
| n | 8424 | 5.1% |
| P | 8324 | 5.0% |
| F | 6518 | 3.9% |
| u | 5732 | 3.4% |
| Other values (8) | 42330 |
IncidentState
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.8 KiB |
| State5 | |
|---|---|
| State7 | |
| State9 | |
| State8 | |
| State4 | |
| Other values (2) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 173016 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | State7 |
|---|---|
| 2nd row | State7 |
| 3rd row | State8 |
| 4th row | State9 |
| 5th row | State8 |
Common Values
| Value | Count | Frequency (%) |
| State5 | 7886 | |
| State7 | 7168 | |
| State9 | 6161 | |
| State8 | 3181 | |
| State4 | 3029 | 10.5% |
| State6 | 810 | 2.8% |
| State3 | 601 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| state5 | 7886 | |
| state7 | 7168 | |
| state9 | 6161 | |
| state8 | 3181 | |
| state4 | 3029 | 10.5% |
| state6 | 810 | 2.8% |
| state3 | 601 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 57672 | |
| S | 28836 | |
| a | 28836 | |
| e | 28836 | |
| 5 | 7886 | 4.6% |
| 7 | 7168 | 4.1% |
| 9 | 6161 | 3.6% |
| 8 | 3181 | 1.8% |
| 4 | 3029 | 1.8% |
| 6 | 810 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 115344 | |
| Uppercase Letter | 28836 | 16.7% |
| Decimal Number | 28836 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 7886 | |
| 7 | 7168 | |
| 9 | 6161 | |
| 8 | 3181 | |
| 4 | 3029 | 10.5% |
| 6 | 810 | 2.8% |
| 3 | 601 | 2.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 57672 | |
| a | 28836 | |
| e | 28836 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 28836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 144180 | |
| Common | 28836 | 16.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 7886 | |
| 7 | 7168 | |
| 9 | 6161 | |
| 8 | 3181 | |
| 4 | 3029 | 10.5% |
| 6 | 810 | 2.8% |
| 3 | 601 | 2.1% |
Latin
| Value | Count | Frequency (%) |
| t | 57672 | |
| S | 28836 | |
| a | 28836 | |
| e | 28836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 173016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 57672 | |
| S | 28836 | |
| a | 28836 | |
| e | 28836 | |
| 5 | 7886 | 4.6% |
| 7 | 7168 | 4.1% |
| 9 | 6161 | 3.6% |
| 8 | 3181 | 1.8% |
| 4 | 3029 | 1.8% |
| 6 | 810 | 0.5% |
IncidentCity
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.8 KiB |
| City2 | |
|---|---|
| City1 | |
| City4 | |
| City7 | |
| City3 | |
| Other values (2) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 144180 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | City1 |
|---|---|
| 2nd row | City5 |
| 3rd row | City6 |
| 4th row | City6 |
| 5th row | City6 |
Common Values
| Value | Count | Frequency (%) |
| City2 | 4486 | |
| City1 | 4374 | |
| City4 | 4311 | |
| City7 | 4216 | |
| City3 | 4073 | |
| City5 | 3698 | |
| City6 | 3678 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| city2 | 4486 | |
| city1 | 4374 | |
| city4 | 4311 | |
| city7 | 4216 | |
| city3 | 4073 | |
| city5 | 3698 | |
| city6 | 3678 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 28836 | |
| i | 28836 | |
| t | 28836 | |
| y | 28836 | |
| 2 | 4486 | 3.1% |
| 1 | 4374 | 3.0% |
| 4 | 4311 | 3.0% |
| 7 | 4216 | 2.9% |
| 3 | 4073 | 2.8% |
| 5 | 3698 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 86508 | |
| Uppercase Letter | 28836 | 20.0% |
| Decimal Number | 28836 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 4486 | |
| 1 | 4374 | |
| 4 | 4311 | |
| 7 | 4216 | |
| 3 | 4073 | |
| 5 | 3698 | |
| 6 | 3678 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 28836 | |
| t | 28836 | |
| y | 28836 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 28836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 115344 | |
| Common | 28836 | 20.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 4486 | |
| 1 | 4374 | |
| 4 | 4311 | |
| 7 | 4216 | |
| 3 | 4073 | |
| 5 | 3698 | |
| 6 | 3678 |
Latin
| Value | Count | Frequency (%) |
| C | 28836 | |
| i | 28836 | |
| t | 28836 | |
| y | 28836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 144180 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 28836 | |
| i | 28836 | |
| t | 28836 | |
| y | 28836 | |
| 2 | 4486 | 3.1% |
| 1 | 4374 | 3.0% |
| 4 | 4311 | 3.0% |
| 7 | 4216 | 2.9% |
| 3 | 4073 | 2.8% |
| 5 | 3698 | 2.6% |
IncidentAddress
Categorical
| Distinct | 1000 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 321.7 KiB |
| Location 1341 | 73 |
|---|---|
| Location 1254 | 72 |
| Location 1227 | 71 |
| Location 2006 | 70 |
| Location 1136 | 68 |
| Other values (995) |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 13 |
| Min length | 13 |
Characters and Unicode
| Total characters | 374868 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Location 1311 |
|---|---|
| 2nd row | Location 1311 |
| 3rd row | Location 2081 |
| 4th row | Location 2081 |
| 5th row | Location 1695 |
Common Values
| Value | Count | Frequency (%) |
| Location 1341 | 73 | 0.3% |
| Location 1254 | 72 | 0.2% |
| Location 1227 | 71 | 0.2% |
| Location 2006 | 70 | 0.2% |
| Location 1136 | 68 | 0.2% |
| Location 1192 | 67 | 0.2% |
| Location 1223 | 66 | 0.2% |
| Location 1321 | 66 | 0.2% |
| Location 1375 | 66 | 0.2% |
| Location 1469 | 65 | 0.2% |
| Other values (990) | 28152 |
Length
| Value | Count | Frequency (%) |
| location | 28836 | |
| 1341 | 73 | 0.1% |
| 1254 | 72 | 0.1% |
| 1227 | 71 | 0.1% |
| 2006 | 70 | 0.1% |
| 1136 | 68 | 0.1% |
| 1192 | 67 | 0.1% |
| 1223 | 66 | 0.1% |
| 1321 | 66 | 0.1% |
| 1375 | 66 | 0.1% |
| Other values (991) | 28217 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 57672 | |
| 1 | 34985 | |
| L | 28836 | |
| c | 28836 | |
| a | 28836 | |
| t | 28836 | |
| i | 28836 | |
| n | 28836 | |
| 28836 | ||
| 2 | 11064 | 3.0% |
| Other values (8) | 69295 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 201852 | |
| Decimal Number | 115344 | |
| Uppercase Letter | 28836 | 7.7% |
| Space Separator | 28836 | 7.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 34985 | |
| 2 | 11064 | 9.6% |
| 0 | 10717 | 9.3% |
| 4 | 8515 | 7.4% |
| 7 | 8508 | 7.4% |
| 6 | 8474 | 7.3% |
| 9 | 8392 | 7.3% |
| 5 | 8317 | 7.2% |
| 8 | 8292 | 7.2% |
| 3 | 8080 | 7.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 57672 | |
| c | 28836 | |
| a | 28836 | |
| t | 28836 | |
| i | 28836 | |
| n | 28836 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 28836 |
Space Separator
| Value | Count | Frequency (%) |
| 28836 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 230688 | |
| Common | 144180 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 34985 | |
| 28836 | ||
| 2 | 11064 | 7.7% |
| 0 | 10717 | 7.4% |
| 4 | 8515 | 5.9% |
| 7 | 8508 | 5.9% |
| 6 | 8474 | 5.9% |
| 9 | 8392 | 5.8% |
| 5 | 8317 | 5.8% |
| 8 | 8292 | 5.8% |
Latin
| Value | Count | Frequency (%) |
| o | 57672 | |
| L | 28836 | |
| c | 28836 | |
| a | 28836 | |
| t | 28836 | |
| i | 28836 | |
| n | 28836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 374868 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 57672 | |
| 1 | 34985 | |
| L | 28836 | |
| c | 28836 | |
| a | 28836 | |
| t | 28836 | |
| i | 28836 | |
| n | 28836 | |
| 28836 | ||
| 2 | 11064 | 3.0% |
| Other values (8) | 69295 |
IncidentTime
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 31 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.764069 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 391 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 12 |
| Q3 | 17 |
| 95-th percentile | 21 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.148869 |
|---|---|
| Coefficient of variation (CV) | 0.52268217 |
| Kurtosis | -1.1049399 |
| Mean | 11.764069 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.045473404 |
| Sum | 338864 |
| Variance | 37.808589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 1616 | 5.6% |
| 17 | 1615 | 5.6% |
| 6 | 1564 | 5.4% |
| 15 | 1541 | 5.3% |
| 14 | 1461 | 5.1% |
| 5 | 1434 | 5.0% |
| 13 | 1420 | 4.9% |
| 18 | 1419 | 4.9% |
| 4 | 1406 | 4.9% |
| 12 | 1363 | 4.7% |
| Other values (14) | 13966 |
| Value | Count | Frequency (%) |
| 0 | 391 | 1.4% |
| 1 | 648 | |
| 2 | 713 | |
| 3 | 1232 | |
| 4 | 1406 | |
| 5 | 1434 | |
| 6 | 1564 | |
| 7 | 1331 | |
| 8 | 1251 | |
| 9 | 1210 |
| Value | Count | Frequency (%) |
| 23 | 526 | 1.8% |
| 22 | 809 | |
| 21 | 971 | |
| 20 | 1153 | |
| 19 | 1280 | |
| 18 | 1419 | |
| 17 | 1615 | |
| 16 | 1616 | |
| 15 | 1541 | |
| 14 | 1461 |
NumberOfVehicles
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.6 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 4 | 680 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 28836 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 16169 | |
| 3 | 9711 | |
| 2 | 2276 | 7.9% |
| 4 | 680 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 16169 | |
| 3 | 9711 | |
| 2 | 2276 | 7.9% |
| 4 | 680 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 16169 | |
| 3 | 9711 | |
| 2 | 2276 | 7.9% |
| 4 | 680 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 28836 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 16169 | |
| 3 | 9711 | |
| 2 | 2276 | 7.9% |
| 4 | 680 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 28836 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 16169 | |
| 3 | 9711 | |
| 2 | 2276 | 7.9% |
| 4 | 680 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28836 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 16169 | |
| 3 | 9711 | |
| 2 | 2276 | 7.9% |
| 4 | 680 | 2.4% |
PropertyDamage
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10459 |
| Missing (%) | 36.3% |
| Memory size | 253.6 KiB |
| NO | |
|---|---|
| YES |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.4728737 |
| Min length | 2 |
Characters and Unicode
| Total characters | 45444 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | YES |
|---|---|
| 2nd row | YES |
| 3rd row | YES |
| 4th row | NO |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| NO | 9687 | |
| YES | 8690 | |
| (Missing) | 10459 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 9687 | |
| yes | 8690 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 9687 | |
| O | 9687 | |
| Y | 8690 | |
| E | 8690 | |
| S | 8690 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 45444 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 9687 | |
| O | 9687 | |
| Y | 8690 | |
| E | 8690 | |
| S | 8690 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45444 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 9687 | |
| O | 9687 | |
| Y | 8690 | |
| E | 8690 | |
| S | 8690 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45444 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 9687 | |
| O | 9687 | |
| Y | 8690 | |
| E | 8690 | |
| S | 8690 |
BodilyInjuries
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.6 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 28836 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 11072 | |
| 0 | 9087 | |
| 2 | 8677 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 11072 | |
| 0 | 9087 | |
| 2 | 8677 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11072 | |
| 0 | 9087 | |
| 2 | 8677 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 28836 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11072 | |
| 0 | 9087 | |
| 2 | 8677 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 28836 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11072 | |
| 0 | 9087 | |
| 2 | 8677 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28836 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11072 | |
| 0 | 9087 | |
| 2 | 8677 |
Witnesses
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 46 |
| Missing (%) | 0.2% |
| Memory size | 450.6 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 0.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 86370 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 8449 | |
| 1.0 | 8345 | |
| 0.0 | 6128 | |
| 3.0 | 5868 | |
| (Missing) | 46 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 8449 | |
| 1.0 | 8345 | |
| 0.0 | 6128 | |
| 3.0 | 5868 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 34918 | |
| . | 28790 | |
| 2 | 8449 | 9.8% |
| 1 | 8345 | 9.7% |
| 3 | 5868 | 6.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 57580 | |
| Other Punctuation | 28790 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 34918 | |
| 2 | 8449 | 14.7% |
| 1 | 8345 | 14.5% |
| 3 | 5868 | 10.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 28790 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 86370 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 34918 | |
| . | 28790 | |
| 2 | 8449 | 9.8% |
| 1 | 8345 | 9.7% |
| 3 | 5868 | 6.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86370 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 34918 | |
| . | 28790 | |
| 2 | 8449 | 9.8% |
| 1 | 8345 | 9.7% |
| 3 | 5868 | 6.8% |
PoliceReport
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9805 |
| Missing (%) | 34.0% |
| Memory size | 253.6 KiB |
| NO | |
|---|---|
| YES |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.4799012 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47195 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | YES |
|---|---|
| 2nd row | NO |
| 3rd row | NO |
| 4th row | YES |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| NO | 9898 | |
| YES | 9133 | |
| (Missing) | 9805 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 9898 | |
| yes | 9133 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 9898 | |
| O | 9898 | |
| Y | 9133 | |
| E | 9133 | |
| S | 9133 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47195 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 9898 | |
| O | 9898 | |
| Y | 9133 | |
| E | 9133 | |
| S | 9133 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47195 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 9898 | |
| O | 9898 | |
| Y | 9133 | |
| E | 9133 | |
| S | 9133 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 9898 | |
| O | 9898 | |
| Y | 9133 | |
| E | 9133 | |
| S | 9133 |
AmountOfTotalClaim
Real number (ℝ)
| Distinct | 21975 |
|---|---|
| Distinct (%) | 76.3% |
| Missing | 50 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52308.545 |
| Minimum | 150 |
|---|---|
| Maximum | 114920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 4615.25 |
| Q1 | 44643.75 |
| median | 58360 |
| Q3 | 68982.75 |
| 95-th percentile | 84239.75 |
| Maximum | 114920 |
| Range | 114770 |
| Interquartile range (IQR) | 24339 |
Descriptive statistics
| Standard deviation | 25101.173 |
|---|---|
| Coefficient of variation (CV) | 0.47986753 |
| Kurtosis | -0.29933491 |
| Mean | 52308.545 |
| Median Absolute Deviation (MAD) | 11737 |
| Skewness | -0.78261753 |
| Sum | 1.5057538 × 109 |
| Variance | 6.3006886 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6820 | 12 | < 0.1% |
| 5400 | 8 | < 0.1% |
| 60600 | 8 | < 0.1% |
| 55000 | 7 | < 0.1% |
| 5399 | 7 | < 0.1% |
| 63900 | 6 | < 0.1% |
| 5191 | 6 | < 0.1% |
| 5257 | 6 | < 0.1% |
| 4620 | 6 | < 0.1% |
| 5940 | 6 | < 0.1% |
| Other values (21965) | 28714 | |
| (Missing) | 50 | 0.2% |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 313 | 1 | |
| 334 | 1 | |
| 489 | 1 | |
| 547 | 1 | |
| 598 | 1 | |
| 681 | 1 | |
| 725 | 1 | |
| 812 | 1 | |
| 838 | 1 |
| Value | Count | Frequency (%) |
| 114920 | 1 | |
| 114141 | 1 | |
| 114113 | 1 | |
| 113997 | 1 | |
| 113771 | 1 | |
| 112817 | 1 | |
| 112560 | 1 | |
| 111870 | 1 | |
| 111771 | 1 | |
| 111708 | 1 |
AmountOfInjuryClaim
Real number (ℝ)
| Distinct | 11958 |
|---|---|
| Distinct (%) | 41.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7337.1184 |
| Minimum | 0 |
|---|---|
| Maximum | 21450 |
| Zeros | 68 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 546 |
| Q1 | 4743.75 |
| median | 7147 |
| Q3 | 10571.25 |
| 95-th percentile | 14720.75 |
| Maximum | 21450 |
| Range | 21450 |
| Interquartile range (IQR) | 5827.5 |
Descriptive statistics
| Standard deviation | 4427.6386 |
|---|---|
| Coefficient of variation (CV) | 0.60345742 |
| Kurtosis | -0.70257905 |
| Mean | 7337.1184 |
| Median Absolute Deviation (MAD) | 3021 |
| Skewness | 0.094468347 |
| Sum | 2.1157315 × 108 |
| Variance | 19603984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68 | 0.2% |
| 480 | 51 | 0.2% |
| 640 | 34 | 0.1% |
| 580 | 19 | 0.1% |
| 536 | 17 | 0.1% |
| 532 | 17 | 0.1% |
| 740 | 17 | 0.1% |
| 531 | 16 | 0.1% |
| 600 | 16 | 0.1% |
| 654 | 16 | 0.1% |
| Other values (11948) | 28565 |
| Value | Count | Frequency (%) |
| 0 | 68 | |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21450 | 1 | |
| 21407 | 1 | |
| 21330 | 1 | |
| 21087 | 1 | |
| 21041 | 1 | |
| 20977 | 1 | |
| 20960 | 1 | |
| 20860 | 1 | |
| 20846 | 1 | |
| 20749 | 1 |
AmountOfPropertyClaim
Real number (ℝ)
| Distinct | 11785 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7283.8702 |
| Minimum | 0 |
|---|---|
| Maximum | 23670 |
| Zeros | 35 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 548 |
| Q1 | 4862 |
| median | 7051 |
| Q3 | 10327 |
| 95-th percentile | 14672 |
| Maximum | 23670 |
| Range | 23670 |
| Interquartile range (IQR) | 5465 |
Descriptive statistics
| Standard deviation | 4375.8427 |
|---|---|
| Coefficient of variation (CV) | 0.60075792 |
| Kurtosis | -0.44838688 |
| Mean | 7283.8702 |
| Median Absolute Deviation (MAD) | 2781 |
| Skewness | 0.17557018 |
| Sum | 2.1003768 × 108 |
| Variance | 19148000 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | 0.1% |
| 580 | 17 | 0.1% |
| 578 | 16 | 0.1% |
| 606 | 16 | 0.1% |
| 506 | 15 | 0.1% |
| 1240 | 15 | 0.1% |
| 490 | 14 | < 0.1% |
| 717 | 14 | < 0.1% |
| 650 | 13 | < 0.1% |
| 461 | 13 | < 0.1% |
| Other values (11775) | 28668 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 2 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 2 | < 0.1% |
| 23 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 26 | 3 | < 0.1% |
| 27 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23670 | 1 | |
| 23136 | 1 | |
| 22806 | 1 | |
| 22393 | 1 | |
| 21917 | 1 | |
| 21810 | 1 | |
| 21799 | 1 | |
| 21796 | 1 | |
| 21777 | 1 | |
| 21743 | 1 |
AmountOfVehicleDamage
Real number (ℝ)
| Distinct | 20041 |
|---|---|
| Distinct (%) | 69.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37687.129 |
| Minimum | 109 |
|---|---|
| Maximum | 79560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 109 |
|---|---|
| 5-th percentile | 3292 |
| Q1 | 32193.25 |
| median | 42457.5 |
| Q3 | 49535.75 |
| 95-th percentile | 59936.5 |
| Maximum | 79560 |
| Range | 79451 |
| Interquartile range (IQR) | 17342.5 |
Descriptive statistics
| Standard deviation | 17977.048 |
|---|---|
| Coefficient of variation (CV) | 0.47700763 |
| Kurtosis | -0.28611945 |
| Mean | 37687.129 |
| Median Absolute Deviation (MAD) | 8276.5 |
| Skewness | -0.81990803 |
| Sum | 1.0867461 × 109 |
| Variance | 3.2317426 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2560 | 19 | 0.1% |
| 5040 | 12 | < 0.1% |
| 28000 | 11 | < 0.1% |
| 3600 | 8 | < 0.1% |
| 3290 | 8 | < 0.1% |
| 3933 | 8 | < 0.1% |
| 4317 | 7 | < 0.1% |
| 3680 | 7 | < 0.1% |
| 41999 | 7 | < 0.1% |
| 48160 | 7 | < 0.1% |
| Other values (20031) | 28742 |
| Value | Count | Frequency (%) |
| 109 | 1 | |
| 226 | 1 | |
| 236 | 1 | |
| 374 | 1 | |
| 418 | 1 | |
| 458 | 1 | |
| 524 | 1 | |
| 539 | 1 | |
| 544 | 1 | |
| 562 | 1 |
| Value | Count | Frequency (%) |
| 79560 | 1 | |
| 79058 | 1 | |
| 79022 | 1 | |
| 78820 | 1 | |
| 78793 | 1 | |
| 78158 | 1 | |
| 77987 | 1 | |
| 77691 | 1 | |
| 77670 | 2 | |
| 77571 | 1 |
VehicleMake
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 50 |
| Missing (%) | 0.2% |
| Memory size | 254.1 KiB |
| Saab | |
|---|---|
| Suburu | |
| Nissan | |
| Dodge | |
| Chevrolet | |
| Other values (9) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 5.6791148 |
| Min length | 3 |
Characters and Unicode
| Total characters | 163479 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Audi |
|---|---|
| 2nd row | Audi |
| 3rd row | Volkswagen |
| 4th row | Volkswagen |
| 5th row | Toyota |
Common Values
| Value | Count | Frequency (%) |
| Saab | 2415 | 8.4% |
| Suburu | 2313 | 8.0% |
| Nissan | 2300 | 8.0% |
| Dodge | 2263 | 7.8% |
| Chevrolet | 2174 | 7.5% |
| Ford | 2158 | 7.5% |
| Accura | 2099 | 7.3% |
| BMW | 2073 | 7.2% |
| Toyota | 1981 | 6.9% |
| Volkswagen | 1960 | 6.8% |
| Other values (4) | 7050 |
Length
| Value | Count | Frequency (%) |
| saab | 2415 | 8.4% |
| suburu | 2313 | 8.0% |
| nissan | 2300 | 8.0% |
| dodge | 2263 | 7.9% |
| chevrolet | 2174 | 7.6% |
| ford | 2158 | 7.5% |
| accura | 2099 | 7.3% |
| bmw | 2073 | 7.2% |
| toyota | 1981 | 6.9% |
| volkswagen | 1960 | 6.8% |
| Other values (4) | 7050 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17440 | 10.7% |
| a | 14663 | 9.0% |
| o | 14010 | 8.6% |
| u | 10990 | 6.7% |
| r | 10403 | 6.4% |
| d | 9525 | 5.8% |
| s | 8219 | 5.0% |
| c | 5857 | 3.6% |
| n | 5753 | 3.5% |
| S | 4728 | 2.9% |
| Other values (23) | 61891 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 130547 | |
| Uppercase Letter | 32932 | 20.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 17440 | |
| a | 14663 | |
| o | 14010 | |
| u | 10990 | 8.4% |
| r | 10403 | 8.0% |
| d | 9525 | 7.3% |
| s | 8219 | 6.3% |
| c | 5857 | 4.5% |
| n | 5753 | 4.4% |
| b | 4728 | 3.6% |
| Other values (10) | 28959 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4728 | |
| A | 4051 | |
| M | 3732 | |
| N | 2300 | |
| D | 2263 | |
| C | 2174 | |
| F | 2158 | 6.6% |
| B | 2073 | 6.3% |
| W | 2073 | 6.3% |
| T | 1981 | 6.0% |
| Other values (3) | 5399 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 163479 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 17440 | 10.7% |
| a | 14663 | 9.0% |
| o | 14010 | 8.6% |
| u | 10990 | 6.7% |
| r | 10403 | 6.4% |
| d | 9525 | 5.8% |
| s | 8219 | 5.0% |
| c | 5857 | 3.6% |
| n | 5753 | 3.5% |
| S | 4728 | 2.9% |
| Other values (23) | 61891 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 163479 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 17440 | 10.7% |
| a | 14663 | 9.0% |
| o | 14010 | 8.6% |
| u | 10990 | 6.7% |
| r | 10403 | 6.4% |
| d | 9525 | 5.8% |
| s | 8219 | 5.0% |
| c | 5857 | 3.6% |
| n | 5753 | 3.5% |
| S | 4728 | 2.9% |
| Other values (23) | 61891 |
VehicleModel
Categorical
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| RAM | 1344 |
|---|---|
| Wrangler | 1261 |
| A3 | 1102 |
| MDX | 1054 |
| Jetta | 1037 |
| Other values (34) |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 5.1497087 |
| Min length | 2 |
Characters and Unicode
| Total characters | 148497 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A5 |
|---|---|
| 2nd row | A5 |
| 3rd row | Jetta |
| 4th row | Jetta |
| 5th row | CRV |
Common Values
| Value | Count | Frequency (%) |
| RAM | 1344 | 4.7% |
| Wrangler | 1261 | 4.4% |
| A3 | 1102 | 3.8% |
| MDX | 1054 | 3.7% |
| Jetta | 1037 | 3.6% |
| Neon | 928 | 3.2% |
| Pathfinder | 919 | 3.2% |
| Passat | 888 | 3.1% |
| Legacy | 887 | 3.1% |
| 92x | 859 | 3.0% |
| Other values (29) | 18557 |
Length
| Value | Count | Frequency (%) |
| ram | 1344 | 4.5% |
| wrangler | 1261 | 4.2% |
| a3 | 1102 | 3.7% |
| mdx | 1054 | 3.5% |
| jetta | 1037 | 3.5% |
| neon | 928 | 3.1% |
| pathfinder | 919 | 3.1% |
| passat | 888 | 3.0% |
| legacy | 887 | 3.0% |
| 92x | 859 | 2.9% |
| Other values (31) | 19711 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14174 | 9.5% |
| e | 12147 | 8.2% |
| r | 11139 | 7.5% |
| i | 6762 | 4.6% |
| o | 6638 | 4.5% |
| t | 5363 | 3.6% |
| l | 5148 | 3.5% |
| n | 5109 | 3.4% |
| M | 5056 | 3.4% |
| s | 4352 | 2.9% |
| Other values (42) | 72609 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 95721 | |
| Uppercase Letter | 35108 | 23.6% |
| Decimal Number | 16514 | 11.1% |
| Space Separator | 1154 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 14174 | |
| e | 12147 | |
| r | 11139 | |
| i | 6762 | 7.1% |
| o | 6638 | 6.9% |
| t | 5363 | 5.6% |
| l | 5148 | 5.4% |
| n | 5109 | 5.3% |
| s | 4352 | 4.5% |
| d | 3248 | 3.4% |
| Other values (13) | 21641 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5056 | |
| C | 3642 | |
| A | 3568 | |
| X | 2596 | 7.4% |
| R | 2283 | 6.5% |
| F | 2231 | 6.4% |
| L | 2170 | 6.2% |
| P | 1807 | 5.1% |
| S | 1501 | 4.3% |
| T | 1420 | 4.0% |
| Other values (10) | 8834 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 4228 | |
| 0 | 3740 | |
| 3 | 3338 | |
| 9 | 2403 | |
| 2 | 859 | 5.2% |
| 1 | 797 | 4.8% |
| 4 | 695 | 4.2% |
| 6 | 454 | 2.7% |
Space Separator
| Value | Count | Frequency (%) |
| 1154 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 130829 | |
| Common | 17668 | 11.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 14174 | 10.8% |
| e | 12147 | 9.3% |
| r | 11139 | 8.5% |
| i | 6762 | 5.2% |
| o | 6638 | 5.1% |
| t | 5363 | 4.1% |
| l | 5148 | 3.9% |
| n | 5109 | 3.9% |
| M | 5056 | 3.9% |
| s | 4352 | 3.3% |
| Other values (33) | 54941 |
Common
| Value | Count | Frequency (%) |
| 5 | 4228 | |
| 0 | 3740 | |
| 3 | 3338 | |
| 9 | 2403 | |
| 1154 | 6.5% | |
| 2 | 859 | 4.9% |
| 1 | 797 | 4.5% |
| 4 | 695 | 3.9% |
| 6 | 454 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 148497 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 14174 | 9.5% |
| e | 12147 | 8.2% |
| r | 11139 | 7.5% |
| i | 6762 | 4.6% |
| o | 6638 | 4.5% |
| t | 5363 | 3.6% |
| l | 5148 | 3.5% |
| n | 5109 | 3.4% |
| M | 5056 | 3.4% |
| s | 4352 | 2.9% |
| Other values (42) | 72609 |
ReportedFraud
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.6 KiB |
| N | |
|---|---|
| Y |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 28836 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
Common Values
| Value | Count | Frequency (%) |
| N | 21051 | |
| Y | 7785 | 27.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 21051 | |
| y | 7785 | 27.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 21051 | |
| Y | 7785 | 27.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 28836 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 21051 | |
| Y | 7785 | 27.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28836 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 21051 | |
| Y | 7785 | 27.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28836 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 21051 | |
| Y | 7785 | 27.0% |
SplitLimit
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.6 KiB |
| 250 | |
|---|---|
| 100 | |
| 500 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 86508 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100 |
|---|---|
| 2nd row | 100 |
| 3rd row | 500 |
| 4th row | 500 |
| 5th row | 100 |
Common Values
| Value | Count | Frequency (%) |
| 250 | 10237 | |
| 100 | 9859 | |
| 500 | 8740 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 250 | 10237 | |
| 100 | 9859 | |
| 500 | 8740 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 47435 | |
| 5 | 18977 | |
| 2 | 10237 | 11.8% |
| 1 | 9859 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86508 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 47435 | |
| 5 | 18977 | |
| 2 | 10237 | 11.8% |
| 1 | 9859 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 86508 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 47435 | |
| 5 | 18977 | |
| 2 | 10237 | 11.8% |
| 1 | 9859 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86508 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 47435 | |
| 5 | 18977 | |
| 2 | 10237 | 11.8% |
| 1 | 9859 | 11.4% |
CombinedSingleLimit
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 450.6 KiB |
| 500 | |
|---|---|
| 300 | |
| 1000 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3051741 |
| Min length | 3 |
Characters and Unicode
| Total characters | 95308 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 300 |
|---|---|
| 2nd row | 300 |
| 3rd row | 1000 |
| 4th row | 1000 |
| 5th row | 300 |
Common Values
| Value | Count | Frequency (%) |
| 500 | 10094 | |
| 300 | 9942 | |
| 1000 | 8800 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 500 | 10094 | |
| 300 | 9942 | |
| 1000 | 8800 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 66472 | |
| 5 | 10094 | 10.6% |
| 3 | 9942 | 10.4% |
| 1 | 8800 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 95308 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 66472 | |
| 5 | 10094 | 10.6% |
| 3 | 9942 | 10.4% |
| 1 | 8800 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 95308 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 66472 | |
| 5 | 10094 | 10.6% |
| 3 | 9942 | 10.4% |
| 1 | 8800 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 95308 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 66472 | |
| 5 | 10094 | 10.6% |
| 3 | 9942 | 10.4% |
| 1 | 8800 | 9.2% |
VehicleAge
Real number (ℝ)
| Distinct | 1295 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3647.6998 |
| Minimum | 0 |
|---|---|
| Maximum | 7363 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 736 |
| Q1 | 1884.75 |
| median | 3671 |
| Q3 | 5163 |
| 95-th percentile | 6632 |
| Maximum | 7363 |
| Range | 7363 |
| Interquartile range (IQR) | 3278.25 |
Descriptive statistics
| Standard deviation | 1939.6937 |
|---|---|
| Coefficient of variation (CV) | 0.53175804 |
| Kurtosis | -1.0480455 |
| Mean | 3647.6998 |
| Median Absolute Deviation (MAD) | 1492 |
| Skewness | 0.046000191 |
| Sum | 1.0518507 × 108 |
| Variance | 3762411.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1494 | 76 | 0.3% |
| 4028 | 74 | 0.3% |
| 2938 | 70 | 0.2% |
| 1843 | 69 | 0.2% |
| 4799 | 68 | 0.2% |
| 3698 | 64 | 0.2% |
| 4027 | 62 | 0.2% |
| 2573 | 62 | 0.2% |
| 4433 | 62 | 0.2% |
| 2970 | 62 | 0.2% |
| Other values (1285) | 28167 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 11 | |
| 3 | 3 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 6 | |
| 6 | 4 | < 0.1% |
| 7 | 14 | |
| 8 | 10 | |
| 9 | 4 | < 0.1% |
| 14 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 7363 | 6 | < 0.1% |
| 7362 | 2 | < 0.1% |
| 7361 | 5 | < 0.1% |
| 7359 | 9 | < 0.1% |
| 7358 | 11 | < 0.1% |
| 7357 | 19 | |
| 7356 | 28 | |
| 7355 | 5 | < 0.1% |
| 7354 | 5 | < 0.1% |
| 7353 | 6 | < 0.1% |
DayOfWeek
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.8 KiB |
| Friday | |
|---|---|
| Tuesday | |
| Thursday | |
| Saturday | |
| Wednesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.1390623 |
| Min length | 6 |
Characters and Unicode
| Total characters | 205862 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tuesday |
|---|---|
| 2nd row | Monday |
| 3rd row | Thursday |
| 4th row | Monday |
| 5th row | Friday |
Common Values
| Value | Count | Frequency (%) |
| Friday | 4376 | |
| Tuesday | 4230 | |
| Thursday | 4156 | |
| Saturday | 4131 | |
| Wednesday | 4014 | |
| Monday | 3969 | |
| Sunday | 3960 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| friday | 4376 | |
| tuesday | 4230 | |
| thursday | 4156 | |
| saturday | 4131 | |
| wednesday | 4014 | |
| monday | 3969 | |
| sunday | 3960 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 32967 | |
| d | 32850 | |
| y | 28836 | |
| u | 16477 | |
| r | 12663 | 6.2% |
| s | 12400 | 6.0% |
| e | 12258 | 6.0% |
| n | 11943 | 5.8% |
| T | 8386 | 4.1% |
| S | 8091 | 3.9% |
| Other values (7) | 28991 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 177026 | |
| Uppercase Letter | 28836 | 14.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 32967 | |
| d | 32850 | |
| y | 28836 | |
| u | 16477 | |
| r | 12663 | 7.2% |
| s | 12400 | 7.0% |
| e | 12258 | 6.9% |
| n | 11943 | 6.7% |
| i | 4376 | 2.5% |
| h | 4156 | 2.3% |
| Other values (2) | 8100 | 4.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 8386 | |
| S | 8091 | |
| F | 4376 | |
| W | 4014 | |
| M | 3969 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 205862 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 32967 | |
| d | 32850 | |
| y | 28836 | |
| u | 16477 | |
| r | 12663 | 6.2% |
| s | 12400 | 6.0% |
| e | 12258 | 6.0% |
| n | 11943 | 5.8% |
| T | 8386 | 4.1% |
| S | 8091 | 3.9% |
| Other values (7) | 28991 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 205862 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 32967 | |
| d | 32850 | |
| y | 28836 | |
| u | 16477 | |
| r | 12663 | 6.2% |
| s | 12400 | 6.0% |
| e | 12258 | 6.0% |
| n | 11943 | 5.8% |
| T | 8386 | 4.1% |
| S | 8091 | 3.9% |
| Other values (7) | 28991 |
MonthOfIncident
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.6 KiB |
| January | |
|---|---|
| February | |
| March | 237 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.4622347 |
| Min length | 5 |
Characters and Unicode
| Total characters | 215181 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | February |
|---|---|
| 2nd row | February |
| 3rd row | January |
| 4th row | January |
| 5th row | January |
Common Values
| Value | Count | Frequency (%) |
| January | 14796 | |
| February | 13803 | |
| March | 237 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| january | 14796 | |
| february | 13803 | |
| march | 237 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 43632 | |
| r | 42639 | |
| u | 28599 | |
| y | 28599 | |
| J | 14796 | 6.9% |
| n | 14796 | 6.9% |
| F | 13803 | 6.4% |
| e | 13803 | 6.4% |
| b | 13803 | 6.4% |
| M | 237 | 0.1% |
| Other values (2) | 474 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 186345 | |
| Uppercase Letter | 28836 | 13.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 43632 | |
| r | 42639 | |
| u | 28599 | |
| y | 28599 | |
| n | 14796 | 7.9% |
| e | 13803 | 7.4% |
| b | 13803 | 7.4% |
| c | 237 | 0.1% |
| h | 237 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 14796 | |
| F | 13803 | |
| M | 237 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 215181 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 43632 | |
| r | 42639 | |
| u | 28599 | |
| y | 28599 | |
| J | 14796 | 6.9% |
| n | 14796 | 6.9% |
| F | 13803 | 6.4% |
| e | 13803 | 6.4% |
| b | 13803 | 6.4% |
| M | 237 | 0.1% |
| Other values (2) | 474 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 215181 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 43632 | |
| r | 42639 | |
| u | 28599 | |
| y | 28599 | |
| J | 14796 | 6.9% |
| n | 14796 | 6.9% |
| F | 13803 | 6.4% |
| e | 13803 | 6.4% |
| b | 13803 | 6.4% |
| M | 237 | 0.1% |
| Other values (2) | 474 | 0.2% |
TimeBetweenCoverageAndIncident
Real number (ℝ)
| Distinct | 7358 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4775.393 |
| Minimum | -20 |
|---|---|
| Maximum | 9176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 450.6 KiB |
Quantile statistics
| Minimum | -20 |
|---|---|
| 5-th percentile | 925 |
| Q1 | 2792.75 |
| median | 4811 |
| Q3 | 6800 |
| 95-th percentile | 8500 |
| Maximum | 9176 |
| Range | 9196 |
| Interquartile range (IQR) | 4007.25 |
Descriptive statistics
| Standard deviation | 2396.1441 |
|---|---|
| Coefficient of variation (CV) | 0.50176898 |
| Kurtosis | -1.0972806 |
| Mean | 4775.393 |
| Median Absolute Deviation (MAD) | 2004 |
| Skewness | -0.047200298 |
| Sum | 1.3770323 × 108 |
| Variance | 5741506.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3495 | 27 | 0.1% |
| 3866 | 25 | 0.1% |
| 7828 | 24 | 0.1% |
| 5321 | 24 | 0.1% |
| 4203 | 24 | 0.1% |
| 2161 | 22 | 0.1% |
| 9064 | 22 | 0.1% |
| 2441 | 22 | 0.1% |
| 5972 | 21 | 0.1% |
| 7942 | 20 | 0.1% |
| Other values (7348) | 28605 |
| Value | Count | Frequency (%) |
| -20 | 1 | < 0.1% |
| -19 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | |
| 7 | 2 | |
| 11 | 1 | < 0.1% |
| 12 | 3 | |
| 13 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9176 | 1 | < 0.1% |
| 9175 | 2 | |
| 9172 | 3 | |
| 9171 | 2 | |
| 9155 | 1 | < 0.1% |
| 9154 | 1 | < 0.1% |
| 9152 | 3 | |
| 9140 | 4 | |
| 9139 | 1 | < 0.1% |
| 9133 | 3 |
| InsuredAge | InsuredZipCode | CapitalGains | CapitalLoss | CustomerLoyaltyPeriod | Policy_Deductible | PolicyAnnualPremium | UmbrellaLimit | IncidentTime | AmountOfTotalClaim | AmountOfInjuryClaim | AmountOfPropertyClaim | AmountOfVehicleDamage | VehicleAge | TimeBetweenCoverageAndIncident | InsuredGender | InsuredEducationLevel | InsuredOccupation | InsuredHobbies | InsurancePolicyState | InsuredRelationship | TypeOfIncident | TypeOfCollission | SeverityOfIncident | AuthoritiesContacted | IncidentState | IncidentCity | NumberOfVehicles | PropertyDamage | BodilyInjuries | Witnesses | PoliceReport | VehicleMake | VehicleModel | ReportedFraud | SplitLimit | CombinedSingleLimit | DayOfWeek | MonthOfIncident | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| InsuredAge | 1.000 | 0.034 | -0.023 | 0.011 | 0.926 | 0.039 | 0.063 | -0.010 | 0.120 | 0.073 | 0.089 | 0.075 | 0.051 | 0.001 | 0.046 | 0.088 | 0.053 | 0.055 | 0.076 | 0.045 | 0.050 | 0.059 | 0.071 | 0.065 | 0.058 | 0.040 | 0.049 | 0.062 | 0.065 | 0.058 | 0.071 | 0.043 | 0.059 | 0.096 | 0.028 | 0.039 | 0.039 | 0.030 | 0.064 |
| InsuredZipCode | 0.034 | 1.000 | -0.005 | 0.027 | 0.040 | 0.004 | 0.033 | 0.016 | 0.004 | 0.015 | 0.005 | 0.009 | 0.004 | 0.011 | 0.005 | 0.650 | 0.604 | 0.575 | 0.572 | 0.638 | 0.594 | 0.832 | 0.658 | 0.727 | 0.693 | 0.595 | 0.596 | 0.646 | 0.700 | 0.675 | 0.604 | 0.706 | 0.597 | 0.580 | 0.836 | 0.721 | 0.719 | 0.205 | 0.677 |
| CapitalGains | -0.023 | -0.005 | 1.000 | -0.048 | -0.008 | 0.020 | -0.007 | -0.046 | -0.013 | 0.003 | 0.005 | 0.003 | 0.004 | -0.025 | -0.042 | 0.032 | 0.065 | 0.066 | 0.088 | 0.060 | 0.057 | 0.077 | 0.080 | 0.064 | 0.061 | 0.058 | 0.048 | 0.069 | 0.068 | 0.086 | 0.063 | 0.055 | 0.071 | 0.121 | 0.077 | 0.056 | 0.063 | 0.017 | 0.067 |
| CapitalLoss | 0.011 | 0.027 | -0.048 | 1.000 | 0.016 | -0.041 | 0.013 | -0.019 | -0.022 | -0.020 | -0.025 | -0.018 | -0.013 | 0.064 | 0.048 | 0.073 | 0.062 | 0.073 | 0.081 | 0.059 | 0.062 | 0.080 | 0.085 | 0.072 | 0.073 | 0.061 | 0.060 | 0.059 | 0.120 | 0.067 | 0.057 | 0.056 | 0.070 | 0.117 | 0.031 | 0.060 | 0.057 | 0.017 | 0.070 |
| CustomerLoyaltyPeriod | 0.926 | 0.040 | -0.008 | 0.016 | 1.000 | 0.040 | 0.050 | -0.003 | 0.098 | 0.062 | 0.077 | 0.050 | 0.048 | 0.002 | 0.046 | 0.082 | 0.052 | 0.059 | 0.074 | 0.039 | 0.049 | 0.057 | 0.064 | 0.062 | 0.058 | 0.038 | 0.048 | 0.055 | 0.070 | 0.065 | 0.066 | 0.070 | 0.059 | 0.095 | 0.042 | 0.045 | 0.049 | 0.035 | 0.067 |
| Policy_Deductible | 0.039 | 0.004 | 0.020 | -0.041 | 0.040 | 1.000 | -0.015 | -0.012 | 0.089 | 0.022 | 0.027 | 0.064 | 0.003 | -0.027 | 0.059 | 0.036 | 0.030 | 0.052 | 0.046 | 0.022 | 0.027 | 0.048 | 0.042 | 0.030 | 0.031 | 0.039 | 0.036 | 0.062 | 0.047 | 0.047 | 0.059 | 0.046 | 0.041 | 0.078 | 0.047 | 0.038 | 0.043 | 0.020 | 0.040 |
| PolicyAnnualPremium | 0.063 | 0.033 | -0.007 | 0.013 | 0.050 | -0.015 | 1.000 | -0.002 | -0.009 | -0.005 | -0.022 | -0.010 | 0.001 | 0.016 | 0.001 | 0.091 | 0.052 | 0.055 | 0.070 | 0.049 | 0.037 | 0.053 | 0.040 | 0.056 | 0.050 | 0.048 | 0.059 | 0.049 | 0.078 | 0.049 | 0.056 | 0.056 | 0.056 | 0.094 | 0.058 | 0.068 | 0.063 | 0.034 | 0.057 |
| UmbrellaLimit | -0.010 | 0.016 | -0.046 | -0.019 | -0.003 | -0.012 | -0.002 | 1.000 | -0.022 | -0.032 | -0.039 | -0.000 | -0.030 | -0.006 | -0.052 | 0.027 | 0.032 | 0.043 | 0.060 | 0.042 | 0.061 | 0.049 | 0.039 | 0.042 | 0.035 | 0.047 | 0.051 | 0.053 | 0.082 | 0.087 | 0.029 | 0.063 | 0.058 | 0.084 | 0.081 | 0.039 | 0.029 | 0.024 | 0.042 |
| IncidentTime | 0.120 | 0.004 | -0.013 | -0.022 | 0.098 | 0.089 | -0.009 | -0.022 | 1.000 | 0.214 | 0.223 | 0.201 | 0.214 | -0.043 | -0.049 | 0.025 | 0.046 | 0.055 | 0.066 | 0.049 | 0.043 | 0.247 | 0.064 | 0.183 | 0.160 | 0.062 | 0.050 | 0.136 | 0.072 | 0.066 | 0.063 | 0.082 | 0.055 | 0.086 | 0.049 | 0.041 | 0.039 | 0.024 | 0.068 |
| AmountOfTotalClaim | 0.073 | 0.015 | 0.003 | -0.020 | 0.062 | 0.022 | -0.005 | -0.032 | 0.214 | 1.000 | 0.787 | 0.801 | 0.965 | 0.028 | 0.015 | 0.063 | 0.073 | 0.069 | 0.080 | 0.050 | 0.047 | 0.569 | 0.068 | 0.420 | 0.383 | 0.068 | 0.053 | 0.248 | 0.074 | 0.071 | 0.058 | 0.069 | 0.068 | 0.120 | 0.165 | 0.067 | 0.065 | 0.032 | 0.059 |
| AmountOfInjuryClaim | 0.089 | 0.005 | 0.005 | -0.025 | 0.077 | 0.027 | -0.022 | -0.039 | 0.223 | 0.787 | 1.000 | 0.575 | 0.680 | 0.025 | 0.005 | 0.043 | 0.060 | 0.063 | 0.083 | 0.058 | 0.060 | 0.536 | 0.043 | 0.394 | 0.366 | 0.061 | 0.050 | 0.225 | 0.078 | 0.068 | 0.064 | 0.081 | 0.065 | 0.109 | 0.137 | 0.069 | 0.066 | 0.033 | 0.097 |
| AmountOfPropertyClaim | 0.075 | 0.009 | 0.003 | -0.018 | 0.050 | 0.064 | -0.010 | -0.000 | 0.201 | 0.801 | 0.575 | 1.000 | 0.700 | -0.018 | 0.013 | 0.052 | 0.065 | 0.065 | 0.084 | 0.051 | 0.042 | 0.545 | 0.056 | 0.401 | 0.366 | 0.066 | 0.057 | 0.233 | 0.066 | 0.072 | 0.070 | 0.080 | 0.062 | 0.114 | 0.157 | 0.072 | 0.073 | 0.029 | 0.075 |
| AmountOfVehicleDamage | 0.051 | 0.004 | 0.004 | -0.013 | 0.048 | 0.003 | 0.001 | -0.030 | 0.214 | 0.965 | 0.680 | 0.700 | 1.000 | 0.039 | 0.005 | 0.037 | 0.074 | 0.068 | 0.077 | 0.049 | 0.037 | 0.570 | 0.070 | 0.421 | 0.382 | 0.062 | 0.046 | 0.250 | 0.084 | 0.065 | 0.054 | 0.074 | 0.061 | 0.112 | 0.171 | 0.070 | 0.071 | 0.034 | 0.066 |
| VehicleAge | 0.001 | 0.011 | -0.025 | 0.064 | 0.002 | -0.027 | 0.016 | -0.006 | -0.043 | 0.028 | 0.025 | -0.018 | 0.039 | 1.000 | 0.014 | 0.072 | 0.052 | 0.061 | 0.064 | 0.065 | 0.050 | 0.065 | 0.020 | 0.049 | 0.052 | 0.050 | 0.049 | 0.053 | 0.019 | 0.070 | 0.065 | 0.081 | 0.056 | 0.094 | 0.043 | 0.060 | 0.055 | 0.033 | 0.090 |
| TimeBetweenCoverageAndIncident | 0.046 | 0.005 | -0.042 | 0.048 | 0.046 | 0.059 | 0.001 | -0.052 | -0.049 | 0.015 | 0.005 | 0.013 | 0.005 | 0.014 | 1.000 | 0.066 | 0.048 | 0.055 | 0.068 | 0.055 | 0.060 | 0.065 | 0.035 | 0.046 | 0.055 | 0.045 | 0.048 | 0.074 | 0.084 | 0.061 | 0.087 | 0.038 | 0.054 | 0.097 | 0.041 | 0.040 | 0.040 | 0.028 | 0.063 |
| InsuredGender | 0.088 | 0.650 | 0.032 | 0.073 | 0.082 | 0.036 | 0.091 | 0.027 | 0.025 | 0.063 | 0.043 | 0.052 | 0.037 | 0.072 | 0.066 | 1.000 | 0.013 | 0.061 | 0.089 | 0.003 | 0.014 | 0.036 | 0.013 | 0.020 | 0.077 | 0.072 | 0.073 | 0.037 | 0.015 | 0.009 | 0.041 | 0.000 | 0.056 | 0.133 | 0.025 | 0.062 | 0.063 | 0.000 | 0.033 |
| InsuredEducationLevel | 0.053 | 0.604 | 0.065 | 0.062 | 0.052 | 0.030 | 0.052 | 0.032 | 0.046 | 0.073 | 0.060 | 0.065 | 0.074 | 0.052 | 0.048 | 0.013 | 1.000 | 0.077 | 0.095 | 0.053 | 0.054 | 0.079 | 0.087 | 0.072 | 0.056 | 0.062 | 0.060 | 0.046 | 0.092 | 0.067 | 0.058 | 0.090 | 0.081 | 0.130 | 0.037 | 0.083 | 0.091 | 0.009 | 0.058 |
| InsuredOccupation | 0.055 | 0.575 | 0.066 | 0.073 | 0.059 | 0.052 | 0.055 | 0.043 | 0.055 | 0.069 | 0.063 | 0.065 | 0.068 | 0.061 | 0.055 | 0.061 | 0.077 | 1.000 | 0.091 | 0.079 | 0.080 | 0.115 | 0.072 | 0.091 | 0.071 | 0.081 | 0.072 | 0.092 | 0.072 | 0.117 | 0.078 | 0.085 | 0.076 | 0.128 | 0.120 | 0.103 | 0.104 | 0.028 | 0.097 |
| InsuredHobbies | 0.076 | 0.572 | 0.088 | 0.081 | 0.074 | 0.046 | 0.070 | 0.060 | 0.066 | 0.080 | 0.083 | 0.084 | 0.077 | 0.064 | 0.068 | 0.089 | 0.095 | 0.091 | 1.000 | 0.096 | 0.098 | 0.127 | 0.126 | 0.104 | 0.107 | 0.104 | 0.097 | 0.085 | 0.114 | 0.100 | 0.093 | 0.153 | 0.092 | 0.125 | 0.370 | 0.113 | 0.112 | 0.027 | 0.080 |
| InsurancePolicyState | 0.045 | 0.638 | 0.060 | 0.059 | 0.039 | 0.022 | 0.049 | 0.042 | 0.049 | 0.050 | 0.058 | 0.051 | 0.049 | 0.065 | 0.055 | 0.003 | 0.053 | 0.079 | 0.096 | 1.000 | 0.028 | 0.028 | 0.056 | 0.026 | 0.054 | 0.061 | 0.052 | 0.032 | 0.068 | 0.055 | 0.025 | 0.055 | 0.086 | 0.138 | 0.037 | 0.034 | 0.033 | 0.000 | 0.027 |
| InsuredRelationship | 0.050 | 0.594 | 0.057 | 0.062 | 0.049 | 0.027 | 0.037 | 0.061 | 0.043 | 0.047 | 0.060 | 0.042 | 0.037 | 0.050 | 0.060 | 0.014 | 0.054 | 0.080 | 0.098 | 0.028 | 1.000 | 0.065 | 0.066 | 0.046 | 0.055 | 0.056 | 0.057 | 0.064 | 0.017 | 0.042 | 0.050 | 0.083 | 0.079 | 0.132 | 0.076 | 0.060 | 0.062 | 0.014 | 0.036 |
| TypeOfIncident | 0.059 | 0.832 | 0.077 | 0.080 | 0.057 | 0.048 | 0.053 | 0.049 | 0.247 | 0.569 | 0.536 | 0.545 | 0.570 | 0.065 | 0.065 | 0.036 | 0.079 | 0.115 | 0.127 | 0.028 | 0.065 | 1.000 | 0.063 | 0.415 | 0.438 | 0.085 | 0.077 | 0.522 | 0.069 | 0.048 | 0.043 | 0.060 | 0.106 | 0.198 | 0.152 | 0.058 | 0.061 | 0.023 | 0.082 |
| TypeOfCollission | 0.071 | 0.658 | 0.080 | 0.085 | 0.064 | 0.042 | 0.040 | 0.039 | 0.064 | 0.068 | 0.043 | 0.056 | 0.070 | 0.020 | 0.035 | 0.013 | 0.087 | 0.072 | 0.126 | 0.056 | 0.066 | 0.063 | 1.000 | 0.006 | 0.056 | 0.090 | 0.071 | 0.076 | 0.009 | 0.008 | 0.068 | 0.058 | 0.088 | 0.162 | 0.048 | 0.043 | 0.037 | 0.021 | 0.049 |
| SeverityOfIncident | 0.065 | 0.727 | 0.064 | 0.072 | 0.062 | 0.030 | 0.056 | 0.042 | 0.183 | 0.420 | 0.394 | 0.401 | 0.421 | 0.049 | 0.046 | 0.020 | 0.072 | 0.091 | 0.104 | 0.026 | 0.046 | 0.415 | 0.006 | 1.000 | 0.320 | 0.066 | 0.050 | 0.177 | 0.078 | 0.009 | 0.044 | 0.069 | 0.088 | 0.156 | 0.447 | 0.043 | 0.038 | 0.021 | 0.028 |
| AuthoritiesContacted | 0.058 | 0.693 | 0.061 | 0.073 | 0.058 | 0.031 | 0.050 | 0.035 | 0.160 | 0.383 | 0.366 | 0.366 | 0.382 | 0.052 | 0.055 | 0.077 | 0.056 | 0.071 | 0.107 | 0.054 | 0.055 | 0.438 | 0.056 | 0.320 | 1.000 | 0.069 | 0.062 | 0.178 | 0.025 | 0.045 | 0.049 | 0.077 | 0.081 | 0.136 | 0.140 | 0.074 | 0.074 | 0.026 | 0.058 |
| IncidentState | 0.040 | 0.595 | 0.058 | 0.061 | 0.038 | 0.039 | 0.048 | 0.047 | 0.062 | 0.068 | 0.061 | 0.066 | 0.062 | 0.050 | 0.045 | 0.072 | 0.062 | 0.081 | 0.104 | 0.061 | 0.056 | 0.085 | 0.090 | 0.066 | 0.069 | 1.000 | 0.051 | 0.054 | 0.061 | 0.056 | 0.060 | 0.094 | 0.075 | 0.131 | 0.129 | 0.059 | 0.056 | 0.018 | 0.053 |
| IncidentCity | 0.049 | 0.596 | 0.048 | 0.060 | 0.048 | 0.036 | 0.059 | 0.051 | 0.050 | 0.053 | 0.050 | 0.057 | 0.046 | 0.049 | 0.048 | 0.073 | 0.060 | 0.072 | 0.097 | 0.052 | 0.057 | 0.077 | 0.071 | 0.050 | 0.062 | 0.051 | 1.000 | 0.064 | 0.109 | 0.064 | 0.048 | 0.055 | 0.073 | 0.133 | 0.056 | 0.045 | 0.042 | 0.018 | 0.038 |
| NumberOfVehicles | 0.062 | 0.646 | 0.069 | 0.059 | 0.055 | 0.062 | 0.049 | 0.053 | 0.136 | 0.248 | 0.225 | 0.233 | 0.250 | 0.053 | 0.074 | 0.037 | 0.046 | 0.092 | 0.085 | 0.032 | 0.064 | 0.522 | 0.076 | 0.177 | 0.178 | 0.054 | 0.064 | 1.000 | 0.043 | 0.046 | 0.039 | 0.018 | 0.089 | 0.163 | 0.059 | 0.036 | 0.040 | 0.028 | 0.089 |
| PropertyDamage | 0.065 | 0.700 | 0.068 | 0.120 | 0.070 | 0.047 | 0.078 | 0.082 | 0.072 | 0.074 | 0.078 | 0.066 | 0.084 | 0.019 | 0.084 | 0.015 | 0.092 | 0.072 | 0.114 | 0.068 | 0.017 | 0.069 | 0.009 | 0.078 | 0.025 | 0.061 | 0.109 | 0.043 | 1.000 | 0.053 | 0.048 | 0.048 | 0.097 | 0.179 | 0.047 | 0.019 | 0.022 | 0.032 | 0.036 |
| BodilyInjuries | 0.058 | 0.675 | 0.086 | 0.067 | 0.065 | 0.047 | 0.049 | 0.087 | 0.066 | 0.071 | 0.068 | 0.072 | 0.065 | 0.070 | 0.061 | 0.009 | 0.067 | 0.117 | 0.100 | 0.055 | 0.042 | 0.048 | 0.008 | 0.009 | 0.045 | 0.056 | 0.064 | 0.046 | 0.053 | 1.000 | 0.057 | 0.000 | 0.070 | 0.115 | 0.025 | 0.040 | 0.035 | 0.021 | 0.035 |
| Witnesses | 0.071 | 0.604 | 0.063 | 0.057 | 0.066 | 0.059 | 0.056 | 0.029 | 0.063 | 0.058 | 0.064 | 0.070 | 0.054 | 0.065 | 0.087 | 0.041 | 0.058 | 0.078 | 0.093 | 0.025 | 0.050 | 0.043 | 0.068 | 0.044 | 0.049 | 0.060 | 0.048 | 0.039 | 0.048 | 0.057 | 1.000 | 0.075 | 0.065 | 0.116 | 0.075 | 0.073 | 0.072 | 0.032 | 0.044 |
| PoliceReport | 0.043 | 0.706 | 0.055 | 0.056 | 0.070 | 0.046 | 0.056 | 0.063 | 0.082 | 0.069 | 0.081 | 0.080 | 0.074 | 0.081 | 0.038 | 0.000 | 0.090 | 0.085 | 0.153 | 0.055 | 0.083 | 0.060 | 0.058 | 0.069 | 0.077 | 0.094 | 0.055 | 0.018 | 0.048 | 0.000 | 0.075 | 1.000 | 0.072 | 0.172 | 0.000 | 0.044 | 0.045 | 0.019 | 0.039 |
| VehicleMake | 0.059 | 0.597 | 0.071 | 0.070 | 0.059 | 0.041 | 0.056 | 0.058 | 0.055 | 0.068 | 0.065 | 0.062 | 0.061 | 0.056 | 0.054 | 0.056 | 0.081 | 0.076 | 0.092 | 0.086 | 0.079 | 0.106 | 0.088 | 0.088 | 0.081 | 0.075 | 0.073 | 0.089 | 0.097 | 0.070 | 0.065 | 0.072 | 1.000 | 0.571 | 0.109 | 0.091 | 0.091 | 0.023 | 0.083 |
| VehicleModel | 0.096 | 0.580 | 0.121 | 0.117 | 0.095 | 0.078 | 0.094 | 0.084 | 0.086 | 0.120 | 0.109 | 0.114 | 0.112 | 0.094 | 0.097 | 0.133 | 0.130 | 0.128 | 0.125 | 0.138 | 0.132 | 0.198 | 0.162 | 0.156 | 0.136 | 0.131 | 0.133 | 0.163 | 0.179 | 0.115 | 0.116 | 0.172 | 0.571 | 1.000 | 0.193 | 0.154 | 0.153 | 0.042 | 0.152 |
| ReportedFraud | 0.028 | 0.836 | 0.077 | 0.031 | 0.042 | 0.047 | 0.058 | 0.081 | 0.049 | 0.165 | 0.137 | 0.157 | 0.171 | 0.043 | 0.041 | 0.025 | 0.037 | 0.120 | 0.370 | 0.037 | 0.076 | 0.152 | 0.048 | 0.447 | 0.140 | 0.129 | 0.056 | 0.059 | 0.047 | 0.025 | 0.075 | 0.000 | 0.109 | 0.193 | 1.000 | 0.034 | 0.038 | 0.021 | 0.032 |
| SplitLimit | 0.039 | 0.721 | 0.056 | 0.060 | 0.045 | 0.038 | 0.068 | 0.039 | 0.041 | 0.067 | 0.069 | 0.072 | 0.070 | 0.060 | 0.040 | 0.062 | 0.083 | 0.103 | 0.113 | 0.034 | 0.060 | 0.058 | 0.043 | 0.043 | 0.074 | 0.059 | 0.045 | 0.036 | 0.019 | 0.040 | 0.073 | 0.044 | 0.091 | 0.154 | 0.034 | 1.000 | 0.712 | 0.013 | 0.028 |
| CombinedSingleLimit | 0.039 | 0.719 | 0.063 | 0.057 | 0.049 | 0.043 | 0.063 | 0.029 | 0.039 | 0.065 | 0.066 | 0.073 | 0.071 | 0.055 | 0.040 | 0.063 | 0.091 | 0.104 | 0.112 | 0.033 | 0.062 | 0.061 | 0.037 | 0.038 | 0.074 | 0.056 | 0.042 | 0.040 | 0.022 | 0.035 | 0.072 | 0.045 | 0.091 | 0.153 | 0.038 | 0.712 | 1.000 | 0.020 | 0.031 |
| DayOfWeek | 0.030 | 0.205 | 0.017 | 0.017 | 0.035 | 0.020 | 0.034 | 0.024 | 0.024 | 0.032 | 0.033 | 0.029 | 0.034 | 0.033 | 0.028 | 0.000 | 0.009 | 0.028 | 0.027 | 0.000 | 0.014 | 0.023 | 0.021 | 0.021 | 0.026 | 0.018 | 0.018 | 0.028 | 0.032 | 0.021 | 0.032 | 0.019 | 0.023 | 0.042 | 0.021 | 0.013 | 0.020 | 1.000 | 0.082 |
| MonthOfIncident | 0.064 | 0.677 | 0.067 | 0.070 | 0.067 | 0.040 | 0.057 | 0.042 | 0.068 | 0.059 | 0.097 | 0.075 | 0.066 | 0.090 | 0.063 | 0.033 | 0.058 | 0.097 | 0.080 | 0.027 | 0.036 | 0.082 | 0.049 | 0.028 | 0.058 | 0.053 | 0.038 | 0.089 | 0.036 | 0.035 | 0.044 | 0.039 | 0.083 | 0.152 | 0.032 | 0.028 | 0.031 | 0.082 | 1.000 |
| InsuredAge | InsuredZipCode | InsuredGender | InsuredEducationLevel | InsuredOccupation | InsuredHobbies | CapitalGains | CapitalLoss | CustomerLoyaltyPeriod | InsurancePolicyState | Policy_Deductible | PolicyAnnualPremium | UmbrellaLimit | InsuredRelationship | TypeOfIncident | TypeOfCollission | SeverityOfIncident | AuthoritiesContacted | IncidentState | IncidentCity | IncidentAddress | IncidentTime | NumberOfVehicles | PropertyDamage | BodilyInjuries | Witnesses | PoliceReport | AmountOfTotalClaim | AmountOfInjuryClaim | AmountOfPropertyClaim | AmountOfVehicleDamage | VehicleMake | VehicleModel | ReportedFraud | SplitLimit | CombinedSingleLimit | VehicleAge | DayOfWeek | MonthOfIncident | TimeBetweenCoverageAndIncident | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 35 | 454776 | MALE | JD | armed-forces | movies | 56700 | -48500 | 49 | State1 | 1000 | 1632.73 | 0 | not-in-family | Multi-vehicle Collision | Side Collision | Total Loss | Police | State7 | City1 | Location 1311 | 17.0 | 3 | NaN | 1 | 0.0 | NaN | 65501.0 | 13417 | 6071 | 46013 | Audi | A5 | N | 100 | 300 | 2590 | Tuesday | February | 5945 |
| 1 | 36 | 454776 | MALE | JD | tech-support | cross-fit | 70600 | -48500 | 114 | State1 | 1000 | 1255.19 | 0 | not-in-family | Multi-vehicle Collision | Side Collision | Total Loss | Police | State7 | City5 | Location 1311 | 10.0 | 3 | YES | 2 | 1.0 | YES | 61382.0 | 15560 | 5919 | 39903 | Audi | A5 | N | 100 | 300 | 3319 | Monday | February | 5192 |
| 2 | 33 | 603260 | MALE | JD | armed-forces | polo | 66400 | -63700 | 167 | State3 | 617 | 1373.38 | 0 | wife | Single Vehicle Collision | Side Collision | Minor Damage | Other | State8 | City6 | Location 2081 | 22.0 | 1 | YES | 2 | 3.0 | NO | 66755.0 | 11630 | 11630 | 43495 | Volkswagen | Jetta | N | 500 | 1000 | 5858 | Thursday | January | 5085 |
| 3 | 36 | 474848 | MALE | JD | armed-forces | polo | 47900 | -73400 | 190 | State2 | 722 | 1337.60 | 0 | own-child | Single Vehicle Collision | Side Collision | Minor Damage | Other | State9 | City6 | Location 2081 | 22.0 | 1 | YES | 2 | 3.0 | NO | 66243.0 | 12003 | 12003 | 42237 | Volkswagen | Jetta | N | 500 | 1000 | 4401 | Monday | January | 3570 |
| 4 | 29 | 457942 | FEMALE | High School | exec-managerial | dancing | 0 | -41500 | 115 | State2 | 500 | 1353.73 | 4279863 | unmarried | Single Vehicle Collision | Rear Collision | Minor Damage | Fire | State8 | City6 | Location 1695 | 10.0 | 1 | NO | 2 | 1.0 | YES | 53544.0 | 8829 | 7234 | 37481 | Toyota | CRV | N | 100 | 300 | 1834 | Friday | January | 6650 |
| 5 | 28 | 457942 | FEMALE | High School | exec-managerial | dancing | 0 | -41500 | 101 | State2 | 500 | 1334.49 | 3921366 | unmarried | Single Vehicle Collision | Rear Collision | Minor Damage | Fire | State7 | City6 | Location 1695 | 7.0 | 1 | NO | 1 | 2.0 | NaN | 53167.0 | 7818 | 8132 | 37217 | Toyota | CRV | N | 100 | 300 | 1498 | Saturday | February | 5585 |
| 6 | 57 | 476456 | MALE | Masters | adm-clerical | sleeping | 67400 | 0 | 471 | State3 | 512 | 1214.78 | 165819 | own-child | Single Vehicle Collision | Front Collision | Minor Damage | Ambulance | State5 | City4 | Location 1440 | 20.0 | 1 | NaN | 0 | 2.0 | NO | 77453.0 | 6476 | 12822 | 58155 | Mercedes | C300 | N | 100 | 300 | 5508 | Friday | January | 7286 |
| 7 | 49 | 476456 | MALE | Masters | adm-clerical | sleeping | 67400 | 0 | 340 | State3 | 877 | 1159.81 | 5282219 | own-child | Single Vehicle Collision | Front Collision | Minor Damage | Police | State5 | City3 | Location 1440 | 18.0 | 1 | NaN | 0 | 2.0 | NO | 60569.0 | 5738 | 7333 | 47498 | Suburu | C300 | N | 100 | 300 | 1837 | Monday | January | 7994 |
| 8 | 27 | 432896 | FEMALE | High School | handlers-cleaners | camping | 56400 | -32800 | 81 | State2 | 2000 | 989.53 | 0 | own-child | Multi-vehicle Collision | Front Collision | Minor Damage | Ambulance | State9 | City2 | Location 1521 | 3.0 | 3 | YES | 0 | 0.0 | NaN | 67876.0 | 6788 | 7504 | 53584 | Volkswagen | Passat | N | 500 | 1000 | 7341 | Friday | February | 6117 |
| 9 | 48 | 466132 | MALE | MD | craft-repair | sleeping | 53300 | 0 | 328 | State3 | 1000 | 1406.91 | 0 | husband | Single Vehicle Collision | Side Collision | Major Damage | Police | State7 | City2 | Location 1596 | 5.0 | 1 | YES | 1 | 2.0 | YES | 71610.0 | 6510 | 13020 | 52080 | Saab | 92x | Y | 250 | 500 | 4042 | Sunday | January | 100 |
| InsuredAge | InsuredZipCode | InsuredGender | InsuredEducationLevel | InsuredOccupation | InsuredHobbies | CapitalGains | CapitalLoss | CustomerLoyaltyPeriod | InsurancePolicyState | Policy_Deductible | PolicyAnnualPremium | UmbrellaLimit | InsuredRelationship | TypeOfIncident | TypeOfCollission | SeverityOfIncident | AuthoritiesContacted | IncidentState | IncidentCity | IncidentAddress | IncidentTime | NumberOfVehicles | PropertyDamage | BodilyInjuries | Witnesses | PoliceReport | AmountOfTotalClaim | AmountOfInjuryClaim | AmountOfPropertyClaim | AmountOfVehicleDamage | VehicleMake | VehicleModel | ReportedFraud | SplitLimit | CombinedSingleLimit | VehicleAge | DayOfWeek | MonthOfIncident | TimeBetweenCoverageAndIncident | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28826 | 31 | 614187 | FEMALE | High School | priv-house-serv | movies | 39600 | -64300 | 99 | State2 | 831 | 978.06 | 0 | husband | Single Vehicle Collision | Front Collision | Total Loss | Other | State5 | City3 | Location 1035 | 14.0 | 1 | NaN | 2 | 2.0 | YES | 85436.0 | 13131 | 13131 | 59174 | Saab | Neon | N | 250 | 500 | 5860 | Saturday | January | 5936 |
| 28827 | 38 | 434293 | MALE | MD | priv-house-serv | exercise | 46300 | -49200 | 239 | State2 | 1858 | 1125.11 | 568851 | unmarried | Multi-vehicle Collision | Front Collision | Total Loss | Fire | State5 | City4 | Location 1908 | 3.0 | 3 | NaN | 1 | 3.0 | NaN | 51953.0 | 5385 | 5385 | 41183 | Saab | 93 | N | 500 | 1000 | 6227 | Monday | January | 8636 |
| 28828 | 49 | 468313 | MALE | MD | priv-house-serv | exercise | 46300 | 0 | 339 | State2 | 1344 | 1129.52 | 2623811 | unmarried | Multi-vehicle Collision | Front Collision | Total Loss | Other | State5 | City4 | Location 1908 | 14.0 | 3 | NaN | 2 | 3.0 | NaN | 57635.0 | 8293 | 8293 | 41049 | Suburu | 93 | N | 500 | 1000 | 4029 | Monday | January | 6680 |
| 28829 | 45 | 450339 | FEMALE | Associate | craft-repair | dancing | 0 | 0 | 296 | State3 | 986 | 1596.50 | 0 | wife | Single Vehicle Collision | Rear Collision | Minor Damage | Other | State5 | City2 | Location 1658 | 8.0 | 1 | YES | 1 | 2.0 | NO | 63845.0 | 12354 | 8252 | 43239 | BMW | Civic | N | 100 | 300 | 6258 | Thursday | February | 4726 |
| 28830 | 45 | 600561 | MALE | Masters | protective-serv | dancing | 0 | 0 | 296 | State1 | 952 | 1347.42 | 0 | other-relative | Vehicle Theft | NaN | Trivial Damage | None | State9 | City4 | Location 1858 | 4.0 | 1 | NO | 0 | 2.0 | NaN | 7262.0 | 698 | 1304 | 5260 | Ford | Impreza | N | 500 | 1000 | 6219 | Sunday | January | 8374 |
| 28831 | 46 | 600561 | MALE | Masters | protective-serv | sleeping | 0 | 0 | 321 | State1 | 655 | 1276.01 | 0 | unmarried | Vehicle Theft | NaN | Trivial Damage | Police | State9 | City4 | Location 1890 | 3.0 | 1 | NO | 0 | 3.0 | NaN | 6590.0 | 870 | 1078 | 4642 | Suburu | Impreza | N | 500 | 1000 | 2945 | Saturday | January | 6125 |
| 28832 | 44 | 439304 | MALE | Masters | adm-clerical | dancing | 0 | -28800 | 237 | State2 | 1089 | 1273.38 | 0 | unmarried | Single Vehicle Collision | Front Collision | Minor Damage | Fire | State8 | City3 | Location 2097 | 17.0 | 1 | YES | 0 | 2.0 | YES | 74547.0 | 14699 | 7875 | 51973 | Jeep | Wrangler | N | 100 | 300 | 4422 | Monday | February | 3807 |
| 28833 | 53 | 460722 | MALE | PhD | transport-moving | base-jumping | 63100 | -43800 | 392 | State3 | 787 | 1380.92 | 3448735 | own-child | Single Vehicle Collision | Rear Collision | Minor Damage | Fire | State9 | City7 | Location 1452 | 1.0 | 1 | YES | 2 | 0.0 | YES | 55305.0 | 7043 | 7043 | 41219 | Suburu | Legacy | N | 250 | 500 | 4045 | Wednesday | January | 5984 |
| 28834 | 53 | 472634 | MALE | Associate | transport-moving | skydiving | 67400 | -43800 | 391 | State3 | 780 | 1389.29 | 3364301 | not-in-family | Single Vehicle Collision | Rear Collision | Minor Damage | Ambulance | State9 | City3 | Location 1876 | 1.0 | 1 | NaN | 2 | 0.0 | YES | 55830.0 | 7059 | 7059 | 41712 | Suburu | Forrestor | N | 250 | 500 | 4045 | Wednesday | January | 6015 |
| 28835 | 36 | 450730 | FEMALE | PhD | handlers-cleaners | base-jumping | 46400 | -74300 | 191 | State2 | 2000 | 928.43 | 2909175 | husband | Single Vehicle Collision | Front Collision | Total Loss | Other | State8 | City3 | Location 1874 | 9.0 | 1 | NO | 1 | 3.0 | YES | 68969.0 | 12075 | 6038 | 50856 | Suburu | E400 | N | 500 | 1000 | 2934 | Tuesday | January | 4294 |